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Avoid unwanted artifacts!Did you know using negative prompts can benefit your image?Here is a short list with some good negative prompts i have collected over one year of being a tensor user(SD1.5, 3.0 and XL compatible).Negatives for landscapesblurryboringclose-updark (optional)details are lowdistorted detailseeriefoggy (optional)gloomy (optional)grainsgrainygrayscale (optional)homogenouslow contrastlow qualitylowresmacromonochrome (optional)multiple anglesmultiple viewsopaqueoverexposedoversaturatedplainplain backgroundportraitsimple backgroundstandardsurrealunattractiveuncreativeunderexposedNegatives for street viewsanimals (optional)asymmetrical buildingsblurrycars (optional)close-upcreepydeformed structuresgrainyjpeg artifactslow contrastlow qualitylowresmacromultiple anglesmultiple viewsoverexposedoversaturatedpeople (optional)pets (optional)plain backgroundscarysolid backgroundsurrealunderexposedunreal architectureunreal skyweird colorsNegatives for people3Dabsent limbsage spotadditional appendagesadditional digitsadditional limbsaltered appendagesamputeeasymmetricasymmetric earsbad anatomybad earsbad eyesbad facebad proportionsbeard (optional)broken fingerbroken handbroken legbroken wristcartoonchildish (optional)cloned facecloned headcollapsed eyeshadowcombined appendagesconjoinedcopied visagecorpsecripplecropped headcross-eyeddepresseddesiccateddisconnected limbdisfigureddismembereddisproportionatedouble faceduplicated featureseerieelongated throatexcess appendagesexcess body partsexcess extremitiesextended cervical regionextra limbfatflawed structurefloating hair (optional)floating limbfour fingers per handfused handgroup of peoplegruesomehigh depth of fieldimmatureimperfect eyesincorrect physiologykitschlacking appendageslacking bodylong bodymacabremalformed handsmalformed limbsmangledmangled visagemerged phalangesmissing armmissing legmissing limbmustache (optional)nonexistent extremitiesoldout of focusout of frameparchedplasticpoor facial detailspoor morphologypoorly drawn facepoorly drawn feetpoorly drawn handspoorly rendered facepoorly rendered handssix fingers per handskewed eyesskin blemishessquintstiff facestretched napestuffed animalsurplus appendagessurplus phalangessurrealuglyunbalanced bodyunnaturalunnatural bodyunnatural skinunnatural skin toneweird colorsNegatives for photorealism3D renderaberrationsabstractanimeblack and white (optional)cartooncollapsedconjoinedcreativedrawingextra windowsharsh lightingillustrationjpeg artifactslow saturationmonochrome (optional)multiple levelsoverexposedoversaturatedpaintingphotoshoprottensketchessurrealtwistedUIunderexposedunnaturalunreal engineunrealisticvideo gameNegatives for drawings and paintings3dbad artbad artistbad fan artCGIgrainyhuman (optional)inaccurate skyinaccurate treeskitschlazy artless creativelowresnoisephotorealisticpoor detailingrealismrealisticrenderstacked backgroundstock imagestock phototextunprofessionalunsmoothAdditional negativesBad anatomy: flawed structure, incorrect physiology, poor morphology, misshaped bodyBad proportions: improper scale, incorrect ratio, disproportionateBlurry: unfocused, hazy, indistinctCloned face: duplicated features, replicated countenance, copied visageCropped: trimmed, cut, shortenedDark images: dark theme, underexposed, dark colorsDeformed: distorted, misshapen, malformedDehydrated: dried out, desiccated, parchedDisfigured: mangled, dismembered, mutilatedDuplicate: copy, replicate, reproduceError: mistake, flaw, faultExtra arms: additional limbs, surplus appendages, excess extremitiesExtra fingers: additional digits, surplus phalanges, excess appendagesExtra legs: additional limbs, surplus appendages, excess extremitiesExtra limbs: additional appendages, surplus extremities, excess body partsFingers: conjoined fingers, crooked fingers, merged fingers, fused fingers, fading fingersFused fingers: joined digits, merged phalanges, combined appendagesGross proportions: disgusting scale, repulsive ratio, revolting dimensionsJPEG artifacts: compression artifacts, digital noise, pixelationLong neck: extended cervical region, elongated throat, stretched napeLow quality: poor resolution, inferior standard, subpar gradeLowres: low resolution, inadequate quality, deficient definitionMalformed limbs: deformed appendages, misshapen extremities, malformed body partsMissing arms: absent limbs, lacking appendages, nonexistent extremitiesMissing legs: absent limbs, lacking appendages, nonexistent extremitiesMorbid: gruesome, macabre, eerieMutated hands: altered appendages, changed extremities, transformed body partsMutation: genetic variation, aberration, deviationMutilated: disfigured, dismembered, butcheredOut of frame: outside the picture, beyond the borders, off-screenPoorly drawn face: badly illustrated countenance, inadequately depicted visage, incompetently sketched featuresPoorly drawn hands: badly illustrated appendages, inadequately depicted extremities, incompetently sketched digitsSignature: autograph, sign, markText: written language, printed words, scriptToo many fingers: excessive digits, surplus phalanges, extra appendagesUgly: unattractive, unsightly, repellentUsername: screen name, login, handleWatermark: identifying mark, branding, logoWorst quality: lowest standard, poorest grade, worst resolutionDo not forget to set this article as favorite if you found it useful.Happy generations!

Hello. I usually use "lighting/lighting effects" when generating images.I will introduce some of the "words" I use when I want to add something.Please note that these words alone do not provide 100% effectiveness, and the base modelThe effect you get will differ depending on the LoRA sampling method and where you place it in the prompt.Words related to "lighting effects"・ Backlight　:　 Light from behind the subject・ Colorful lighting　: 　The impression itself is not colored, but the color changes depending on the light.・ moody lighting　: 　natural lighting, not direct artificial light・ studio lighting　:　 A term used to describe the artificial lighting of a photography studio.・ Directional Light　: 　directional light source is a light source that shines parallel rays in a selected direction.・ Dramatic lighting　: 　Lighting techniques in the field of photography・ Spot lighting　: 　A lighting technique that uses artificial light in a small area.・ Cinematic lighting　: 　A single word that describes several lighting techniques used in movies.・ Bounce Lighting　: 　Light reflected by a reflex plate, etc.・ Practical Lighting　: 　Photographs and videos that depict the light source itself in the composition・ Volumetric lighting　: 　A word derived from 3DCG. It tends to be a picture with a divine golden light source.・ Dynamic lighting　: 　I don't really understand what it means, but it tends to create high-contrast images.・ Warm lighting　: 　Creates a warm picture illuminated with warm colors・ Cold lighting　:　 Lights with a cold light source.・ High-key lighting　:　 Soft light, minimal shadows, low contrast, resulting in bright frames・ Low-key lighting　:　 It provides high contrast, but the impression is a little weak.・ Hard light　:　 Strong light. Highlights appear strong.・ soft light　:　 A word that refers to faint light.・ strobe lighting　:　 strong artificial light (stroboscopic lighting)・ Ambient light　:　 An English word that refers to ambient lighting/indoor lighting.・ flash lighting 　:　 For some reason, the characters themselves tend to emit light, and there are often flashes of light.　(flash lighting photography)　・ Natural lighting　:　 This tends to create a natural-looking picture that feels contrasting with artificial light.

Hey there! This is mostly just for personal use, I like having all of my favorite topics in one place, but feel free to use this list as inspiration if you need ideas! I liked the idea of collecting a bunch of words and elements I use and compiling them all into one list so here we are! It's subject to change, as I'll likely keep adding to and improving it, but it's a good start.So, without any further ado, and in no particular order, here are a few of my favorite things:People/Bodies:silver/white hairvery long hairside-shavered eyesgold eyesblank eyesgrey skin (really cool, but hard to get working sometimes)wingsangels/demonsautomatons (clockwork, not mecha or androids)plastic/metal skin/faceClothing:sweater dresshoodieonesie (I don't use this one a lot, but I still like it)halter topslit dressasymmetrical clothesoff-the-shouldersuitjacketexposed midriffdeep v-neckwide-brimmed hatmask (not COVID style)wet clothesdancer clothes? (not entirely sure what they're called)Props/Subjects:instrumentsscythesanimals (some)ruinsfantastical landscapesflowersglass itemsmushroomsmagicThemes/Styles:monochrome/duochromeminimalismwatercolorabstract (sometimes)goldeldritchwatermusicdancingabandoned thingsart-decospace/stars (duh?)comedyminiaturelineartlow-polybioluminescencecursed generationsMisc.:anime girls (duh.)And, that's a wrap! It's definitely not comprehensive, but it's a good start. (Cover art: literally all of these words in one prompt:)

This article serves as a continuation of Mastering Women's Dress Patterns for Dummies, diving deeper into the fascinating world of textile designs and their application in AI-generated imagery. While the previous article introduced common and widely recognized patterns, this edition focuses on more advanced and niche patterns, offering a unique challenge for AI graphic enthusiasts. Due to their specialized nature, some of these patterns may not always be accurately recognized by AI models, requiring careful prompting and creative adjustments (and sometimes experimenting with VAE, Sampler, Clip Encoder). Additionally, it’s important to note that other elements in the prompt—such as lighting, composition, or style—can sometimes interfere with the representation of the intended pattern on the final image. By understanding these nuances, you can gain greater control over your outputs and bring even the most intricate designs to life.Baroque - richly decorated, symmetrical patterns, often containing stylized plant elements, spirals or baroque ornaments.Broderie Anglaise - lace pattern with delicate, perforated embroidery, popular in romantic and vintage styles. Calico - small, repeating floral or geometric patterns, usually on cotton fabrics.Chinoiserie - a pattern inspired by Chinese aesthetics, often depicting exotic landscapes, flowers, birds and dragons (works best in SD3.5L) - and as you can see, it "bleeds" onto the other elements of the image.Damier - checkerboard pattern.Ditsy Floral - a pattern of small, irregular flowers, often used in summer dresses.Fleur-de-Lis - a stylized pattern depicting lilies, associated with French heritage.Harlequin - a pattern consisting of alternating diamonds, often in contrasting colors.Jacobean Floral - rich, stylized floral patterns, often with large and sinuous forms, inspired by the English Renaissance.Kente - traditional Ghanaian pattern with vibrant, colorful stripes and geometric motifs.Lattice - a pattern resembling a lattice or mesh, often geometric and symmetrical.Polynesian Tribal - a pattern inspired by Polynesian tribal art.Seersucker - delicate stripes on fabric with an uneven texture, often used in summer clothes.Suzani - patterns embroidered in Central Asia, often depicting flowers and circular motifs (you can also find them on carpets)Shibori - a Japanese pattern dyed using a tie-dye technique, similar to tie-dye, but more diverse.Trellis - a pattern arranged in a way resembling a trellis or garden net, often used in decorative fabrics.Zebra Print - animal print variant, imitating zebra stripes, in contrasting colors.Author in no way claims infallibility. Depending on the model used and its parameters, the results may vary.

Consensus is that the latest generation of Pony SDXL models no linger require "score_9 score_8 score_7" written in the prompt to "look good".//----//It is possible to visualize our actual input to the SD model for CLIP_L ( a 1x768 tensor) as a 16x16 grid , each with RGB values since 16 x 16 x 3 = 768I'll assume CLIP_G in the SDXL model can be ignored. Its assumed CLIP_G is functionally the same but for 1024 dimension instead of 768.So the here we have the prompt : "score_9 score_8_up score_8_up"Then I can do the same but for the prompt : "score_9 score_8_up score_8_up" + XWhere X is some random extremely sus prompt I fetch from my gallery. Assume it to fill up to the full 77 tokens (I set truncate=True on the tokenizer so it just caps off past the 77 token limit)Examples:etc. etc.Granted , first three tokens in the prompt for the 768 encoding greatly influnces the "theme" of the output.But from above images one can see that the "appearance" of the text encoding can vary a lot.Thus , the "best" way to write a prompt is rarely universal.Here I'm running some random text I write myself to check similarity to our "score prompt" (top result should be 100% , so I might have some rounding error) :score_6 score_7_up score_8_up : 98.03% score 8578 : 85.42% highscore : 82.87% beautiful : 77.09% score boobs score : 73.16% SCORE : 80.1% score score score : 83.87% score 1 score 2 score 3 : 87.64% score : 80.1% score up score : 88.45% score 123 score down : 84.62%So even though the model is trained for "score_6 score_7_up score_8_up"we can be kinda loose in how we want to phrase it , if we want to phrase it.Same principle applies for all LoRA and their activation keywords.Negatives are special. The text we write in the negatives are split by whitespace , and the chunks are encoded individually.Link to Notebook if you want to run your own tests:https://huggingface.co/datasets/codeShare/fusion-t2i-generator-data/blob/main/Google%20Colab%20Jupyter%20Notebooks/fusion_t2i_CLIP_interrogator.ipynbI use this thing to search up prompt words using the CLIP_L model//---//These are the most similiar items to the Pony model "score prompt" within my text corpusItems of zero similarity (perpendicular) negative similarity (vector at opposite direction) to encoding are omitted from these results.Note that this are encodings similiar to the "score prompt" trigger encoding , not analysis of what the Pony Model considers good quality.Prompt phrases among my text corpus most similiar to "score_9 score_8_up score_8_up" according to CLIP (the peak of the graph above): Community: sfa_polyfic - 68.3 % holding blood ephemeral dream - 68.3 % Excell - 68.3 % supacrikeydave - 68.3 % Score | Matthew Caruso - 67.8 % freckles on face and body HeadpatPOV - 67.8 % Kazuno Sarah/Kunikida Hanamaru - 67.8 % iers-kraken lun - 67.8 % blob whichever blanchett - 67.6 % Gideon Royal - 67.6 % Antok/Lotor/Regris (Voltron) - 67.6 % Pauldron - 66.7 % nsfw blush Raven - 66.7 % Episode: s08e09 Enemies Domestic - 66.7 % John Steinbeck/Tanizaki Junichirou (Bungou Stray Dogs) - 66.7 % populism probiotics airspace shifter - 65.4 % Sole Survivor & X6-88 - 65.4 % Corgi BB-8 (Star Wars) - 65.4 % Quatre Raberba Winner/Undisclosed - 65.2 % resembling a miniature fireworks display with a green haze. Precision Shoot - 65.2 % bracelet grey skin - 65.2 % Reborn/Doctor Shamal (Katekyou Hitman Reborn!)/Original Male Character(s) - 65.2 % James/Madison Li - 65.1 % Feral Mumintrollet | Moomintroll - 65.1 % wafc ccu linkin - 65.1 % Christopher Mills - 65.0 % at Overcast - 65.0 % Kairi & Naminé (Kingdom Hearts) - 65.0 % with magical symbols glowing in the air around her. The atmosphere is charged with magic Ghost white short kimono - 65.0 % The ice age is coming - 65.0 % Jonathan Reid & Bigby Wolf - 65.0 % blue doe eyes cortical column - 65.0 % Leshawna/Harold Norbert Cheever Doris McGrady V - 65.0 % foxtv matchups panna - 65.0 % Din Djarin & Migs Mayfeld & Grogu | Baby Yoda - 65.0 % Epilogue jumps ahead - 65.0 % nico sensopi - 64.8 % 秦风 - Character - 64.8 % Caradoc Dearborn - 64.8 % caribbean island processing highly detailed by wlop - 64.8 % Tim Drake's Parents - 64.7 % probiotics hardworkpaysoff onstorm allez - 64.7 % Corpul | Coirpre - 64.7 % Cantar de Flor y Espinas (Web Series) - 64.7 % populist dialog biographical - 64.7 % uf!papyrus/reader - 64.7 % Imrah of Legann & Roald II of Conte - 64.6 % d brown legwear - 64.6 % Urey Rockbell - 64.6 % bass_clef - 64.6 % Royal Links AU - 64.6 % sunlight glinting off metal ghost town - 64.6 % Cross Marian/Undisclosed - 64.6 % ccu monoxide thcentury - 64.5 % Dimitri Alexandre Blaiddyd & Summoner | Eclat | Kiran - 64.5 %

AI image-generating platforms like Tensor.art offer diverse anime styles, enabling users to create artwork in various distinct masterpieces of art inspired by popular anime aesthetics. These collections aim to cater to different preferences from classic to contemporary anime illustrations within one place.P.S.1 I will continue updating this post maybe every 2 weeks when I find a unique style (both for LoRA and model) that is worth listing here solely from my perspective - Anyway if anyone has a list of favorite styles in mind, feel free to share them here or even create your post. :DP.S.2 People normally mix multiple LoRA at once, and the core model (checkpoint) has a variation in base style depending on the prompt used. Therefore, in the following example, I will choose only a single LoRA or Checkpoint to represent without mixing anything. However, if confusion about the contribution to the style happens, I have to apologize in advance since I am just a beginner in the art community. Here are some examples: Anime Lineart / Manga-like (线稿/線画/マンガ風/漫画风) Style (LORA) https://tensor.art/models/623935989624337542 Spacezin Sketch Style (LoRA) https://tensor.art/models/638083414328801488 Cute Chibi - V.1 (LoRA) https://tensor.art/models/726716640076597245 CAT - Citron Anime Treasure (Checkpoint) https://tensor.art/models/713607777118974323 LizMix V.7.0 (Checkpoint) https://tensor.art/models/721034681811855891 Flower style - (LORA) https://tensor.art/models/699582840586758007 Art Nouveau Style - Oosayam (LoRA) https://tensor.art/models/654562112921690173 Torino Style - v.2.0.09 (LoRA) https://tensor.art/models/705577639974520212 Yody PVC 3D Print - 1.0 (Checkpoint) https://tensor.art/models/673632484975460872 Eldritch Expressionism style (LoRA) https://tensor.art/models/708171473803739178 [Y5] Impressionism Style 印象派风格 (LoRA) https://tensor.art/models/621173217551417505 surrealism - 2024-02-17 (LoRA) https://tensor.art/models/695557949424221333 pop-art - 01 style (LoRA) https://tensor.art/models/697182692602582375 FF Style: Kazimir Malevich | Suprematism (LoRA) https://tensor.art/models/655758742350092928 Hoping these collections (today and in the future) will allow A.I. artists and enthusiasts to generate anime-inspired images effortlessly, blending creativity with advanced AI technology to bring their visions to life. :D

Hello everyone, I would like to share a news that I saw recently.This is about a new model to edit images with words with really good options and results.Knotext includes an option to generate a 13 images set from a single image.https://replicate.com/blog/flux-kontext

What is LoRA?LoRA (Low-Rank Adaptation) is a clever technique that lets you tweak existing AI models without having to start from scratch. Imagine you have a pre-trained model that can generate all sorts of images, but you want it to create art in a specific style, like anime or watercolor. LoRA allows you to customize this model efficiently, saving you a ton of time and computing resources.Why is LoRA Important for Text-to-Image?Efficiency: Instead of retraining the entire model, LoRA only adjusts a small part of it. This means it's much faster and requires less computing power.Customization: Want to create your own unique art style? LoRA lets you fine-tune the model to generate images that match your specific preferences.Flexibility: LoRA can be applied to various text-to-image models, not just Stable Diffusion.How Does LoRA Work?Think of it like teaching a dog a new trick. You don't have to retrain the entire dog, just teach it a few new commands. Similarly, LoRA adds small adjustments to specific layers of the pre-trained model, allowing it to learn new things based on the data you provide.Benefits of Using LoRA:Cost-effective: The faster training process means you'll spend less on computing resources.Better Results: With careful customization, LoRA can generate higher quality images that are more aligned with your desired style.Accessibility: LoRA makes it easier for anyone to experiment with text-to-image models, even if you don't have a supercomputer.Use Cases for LoRA:Creating Unique Art Styles: Train LoRA on a dataset of images in a specific style, like vintage comics or impressionist paintings, to generate new images in that style.Generating Specific Objects or Concepts: Want to create images of fantasy creatures or futuristic cityscapes? LoRA can help you achieve that.ConclusionLoRA is a powerful tool for customizing text-to-image models. Its efficiency and flexibility make it a game-changer in the field of generative AI.Additional Tips:Quality Data: The quality of your training data directly impacts the quality of your results.Experiment with Hyperparameters: Tweaking settings like learning rate and the number of training epochs can significantly affect the model's performance.Join the Community: Online communities focused on LoRA can provide valuable insights and support.In summary, LoRA is a fantastic way to create personalized AI art. Give it a try and see what you can create!

1. H.R. Giger (Biomechanical Horror) Giger is famous for his nightmarish "biomechanical" art style, blending human forms with machinery and grotesque alien creatures. His designs inspired the terrifying creatures in the Alien film series, making his style a staple in sci-fi horror.2. Junji Ito (Manga Horror) Junji Ito is a Japanese manga artist known for his unsettling and disturbing imagery. His style combines detailed linework with surreal body horror, where human forms often twist, decay, or transform into unimaginable horrors.3. Francis Bacon (Abstract Horror) Bacon’s style is known for its raw and chaotic energy, often depicting distorted, screaming faces and bodies. His abstract approach creates a sense of psychological horror, focusing on human suffering and existential dread.4. Zdzisław Beksiński (Surreal Horror) Beksiński's paintings are filled with surreal, dystopian landscapes and nightmarish creatures. His style is dreamlike, featuring decaying cities, skeletal figures, and eerie, otherworldly atmospheres that evoke a sense of dread and desolation.5. Edward Gorey (Gothic Macabre) Gorey's distinctive pen-and-ink illustrations have a whimsical yet dark, gothic tone. His art features victorian-style settings, eerie characters, and morbid humor, often telling unsettling stories in a playful, minimalist way.6. Clive Barker (Fantasy Horror) Known for creating Hellraiser's Cenobites, Barker's art mixes body horror with fantasy. His style incorporates grotesque, skin-crawling depictions of demons and twisted creatures, blurring the line between pleasure and pain.7. Wayne Barlowe (Dark Fantasy) Barlowe's art focuses on the grotesque, otherworldly creatures of hellish dimensions. His works are often visually complex, mixing detailed anatomy with imaginative designs that are both disturbing and awe-inspiring.8. Dave McKean (Mixed Media Horror) McKean's style is a unique blend of photography, collage, and painting, creating eerie, surreal images that evoke fear through abstraction and texture. His works often appear in horror comics and graphic novels, including collaborations with Neil Gaiman.Each of these artists brings a distinct approach to the horror genre, using their unique styles to evoke fear, unease, or existential dread.

Understanding AI Tools and How They Work on Tensor Art PlatformIn recent years, Artificial Intelligence (AI) has revolutionized the way artists and creators produce visual content. One of the platforms making waves in this space is Tensor Art, a hub for AI-generated art enthusiasts and professionals. But how do AI tools work on such a platform, and what makes it special? Let’s break it down.What Are AI Tools?AI tools are software or programs powered by machine learning algorithms that analyze and learn from large datasets. In the context of art, these tools are trained on millions of images, patterns, and artistic techniques. This enables them to mimic styles, create unique visuals, and assist artists in enhancing or generating content with ease.How AI Works on Tensor ArtThe Tensor Art Platform integrates AI tools to provide users with a seamless creative experience. Here’s a simple overview of how it functions:Input Creation:Users provide an initial input, often in the form of text prompts, sketches, or existing images. For example, you might type, "A futuristic city at sunset with glowing skyscrapers."AI Processing:The platform’s AI engine processes the input using advanced algorithms. It deciphers the elements of your prompt, breaks down styles, and matches them with patterns in its database.Image Generation:Based on the input, the AI generates an image. On Tensor Art, users can choose between different artistic styles, such as impressionism, photorealism, or surrealism.Customization:Tensor Art allows users to refine the generated image by adjusting parameters like color tones, composition, or level of detail. This ensures that creators retain control over their work.Exporting and Sharing:Once satisfied, users can download their art or share it directly through the platform’s community. Tensor Art also supports high-resolution exports for professional use.Why Use Tensor Art?Tensor Art is designed with both amateurs and professionals in mind. Its user-friendly interface, combined with powerful AI capabilities, makes it ideal for:Experimenting with new art styles.Creating quick drafts or concepts.Generating high-quality visuals for personal or commercial projects.Final ThoughtsAI tools on platforms like Tensor Art are transforming how we approach creativity. By combining human imagination with machine precision, they open up endless possibilities for artists, designers, and hobbyists alike. Whether you’re looking to explore new ideas or speed up your workflow, Tensor Art is a powerful ally in the world of AI-generated art.

July Daily Themeschaotic daily themesWHOO!!! we've hit month six! (yes i did the math right this time XD) all exciting things. had a hard time with the color scheme this month, but otherwise we're doing well i think.do maybe excuse my disgusting patriotism and the odd canadian slant to this month (i'm not even really patriotic, certainly not in the 'i think my country is better than yours' sense. but i do also kind of love canada? this is probably brainwashing and such)July 1 – Canadiana (Canada Day - because i’m gross)July 2 – Abducted (World UFO Day)July 3 – Bumble BeeJuly 4 – Fireworks (Fourth of July - only fair)July 5 – PuppeteerJuly 6 – LoonyJuly 7 – Bittersweet (World Chocolate Day)July 8 – Graze (Cow Appreciation Day)July 9 – PorchlightJuly 10 – MementoJuly 11 – BackroadJuly 12 – StaticJuly 13 – Lemonade July 14 – Snipped (Bastille Day vibes)July 15 – MapleJuly 16 – KnickknackJuly 17 – Puncture July 18 – Cell (Nelson Mandela Day)July 19 – Rattle (Seneca Falls Convention)July 20 – Crater (Moon Landing)July 21 – HowlJuly 22 – PincushionJuly 23 – MountieJuly 24 – Gingham July 25 – Christmas (Christmas in July)July 26 – CrinolineJuly 27 – Nocturne July 28 – Sundew July 29 – Smudge (Lipstick Day)July 30 – Slice (Cheesecake Day)July 31 – Stray (World Ranger Day)participation is simple just use the tags:CHAOS DAILY, and then the word/phrase of the day

Hello , I want to share the website link for openposesyou can easily download any poses, then use it in ControlNet openposehere is the linkhttps://openposes.com/have a good day

E-commerce product image generation test (core scenario)Upload a product image with a white background (taking a power bank as an example)Prompts：Place [product] on a [material] surface in [scene], with soft natural lighting and subtle shadows. Example：Place the power bank in the center of a pleated white blanket with scattered petals and soft sunlightEffect evaluation:High degree of product logo/texture restoration (such as power bank port details and fabric LOGO clarity)Light and shadow logic consistency (shadow direction matches virtual light source)Text generation defect: Chinese LOGO generation is not supported (needs to be added in PS later)Image retouching efficiency test (high frequency demand)Task Type：Remove watermarkPrompts：Remove the watermark Task Type：Remove passerbyPrompts：Remove all passerby in the backgroundTask Type：Colorize old photosPrompts：Color this old photoEffect evaluation:The image retouching effect is very powerful, fast and high quality, and only a few prompts are needed to complete the taskCreative design test (entertainment)Style transfer consistency verificationUpload a real image → Enter the prompt word Convert to ghibli styleEffect evaluation:99% character feature retention rateThe stylization retains the iconic big eyes and unique color saturation of GhibliPrompt word multi-task stability testTask: Change background to beach → 2. Swap dress to black suit → 3. Add straw hatEffect evaluation:The task was completed while preserving the consistency of the charactersNote⚠️: When generating full-body images, a resolution of 1024px or above is mandatory to prevent facial blurConclusionThrough the above scenario tests, we can fully verify the value of Kontext in the three major areas of commercial image rendering, image restoration, and creative collaboration. It is recommended to prioritize the pilot in the e-commerce/new media industry, and designers should focus on local editing and style transfer capabilities.

(mirror of my Civitai article with rewritten intro to reflect that it's no longer a pre-Illustrious document) Updated: Mar 24 Update: May 8If SD1.5 does anything better than Pony and Illustrious, it was the sheer number of real world locations, both generic and specific, you could throw in prompts to get a cool background for what you were doing and you could often combine many things to get something fantastical and unique. Pony and Illustrious are, unfortunately, much more limited on the tags they can pull background details from, and Pony in particular struggles with a lot of background types. This is a list of known goods for people to use.Tags after a comma mean they’re supporting tags that make it more fleshed out and I haven’t really tried using them without the first listed. A ? means I've had a good result with it but haven’t experimented with it (or the string in parenthesis) enough to say for sure it’s useful or if it’s just other prompts/the LoRAs that in the mix doing the lifting/getting lucky.Outdoors:(badlands, crater, cliff, mountain?)beach, sand, ocean,canyoncastle backgroundcity, cityscape, street, on roof,desert, sand (, mojave desert?)fantasy village backgroundfarmfieldforest, treeslaboratory?mountainonsen, steam, wet, waterpark(ruined city, toppled skyscraper, rubble?)slums, building, outdoors, garbage, rubble, ruinswasteland, grey ground, rock, bare treeplains, grassalleyway, brick wall, trash can, dumpster, graffiti,garden, flowers (potted plant as negative if you want everything neatly in planters)mountain pass, (ridge?) Generates pic in mountains, though not as high up as desired.coast (combines well)ancient ruins, white marble pillarairplane interior (window, sitting)fitting room (much more stable on Illustrious than Pony. May want curtain, door, doorknob on negatives)mall (this is more of a Japanese style multi-level indoor shopping complex than the open plaza American mall. May be SD's tendency to make backgrounds hallway like unless told otherwise)gazebo (dreaded monster)riverbed (neg: River)marble pillarmarket stall (use with festival, and optionally fireworks to make a Japanese festival. Negative Japanese architecture for anything else and don’t expect great results)savannah (without an H is also recognized, but produces different results I consider inferior due to color pallet and flora being more a western plains. Neg: green grass, forest, wheat)Indoors:bunker interior, underground bunker,castle background, throne,catwalk (\modeling\), stage lighting, crowdclassroom, desk, blackboardcolosseum background (this one, oddly, only seems to work better with Pony than Illustrious)fantasy village background(fantasy ruins background, maze, labyrinth?)hallwayliving room, couchshower (\location\)spacecraft interior*, (spacecraft bridge?)arcade, arcade machines,store (adding adjective for store type?)casinoclub (needs "strip club, pole" in negatives)bar, bar (place), saloon background, (the first two combine to make the bar's bar appear)shouji, fusuma, tatami (Do not use "Japanese architecture". May need negatives like doorknob, outdoors, open door, window)middle eastern architecture, palace, cushion,locker room, locker, tile floor, bench,garage (you will need to tag motor vehicle as negative if you don't want a car)underground, cave (negative sun, sky, window, outdoors to avoid sunlight shining in)warehouse, crates (this one is a bit checkpoint dependent)tavernice rink, stadium, audience (negative: pool)conservatory (surprisingly since this doesn’t have a lot of booru uses)gymnasium (a bit shaky, but works)Industrializakaya, bar (place) (a type of Japanese bar. Needs the second word)Both:circuit board (makes cyberspace backgrounds. I don’t know why cyberspace doesn’t work and this does.)amphitheater (prefers indoors, but outdoors can work with architecture tags)Supporting objects:buildingcarpetceiling light (great if you want ceiling to appear due to depth or angle)grassovergrowth, vines,scenery, landscapesidewalktreetreeswaterfallpathwall/floor (ceiling works, though I've found ceiling light to make more natural in settings where it fits)rivermountain (This makes a mountain in the background, rather than set your image on a mountain)wheat (the first crop I've found that's consistently generated and generates as a crop instead of prepared dish)treasure hoard, coinslavacrowd (use with “solo focus” recomended. ILXL handles this better than PDXL. Try playing with weight to get the scene more or less densely packed. "females only" may reduce presence of males in crowd)shipping containertrashgraffitisky, cloud (often come by default, but can help angle outdoor shots away from the ground. You can color these, e.g., "black clouds", "red sky")rice paddy (only this specific name works well)Unique Locations:Specific places/landmarks. Don't expect the area around these to be accurate!Effel towerArc de Triomphe (appears to only understand views from ground level)Statue of LibertyTokyo Tower (the presence of "Tokyo" in the word means it at least knows this goes in a city)Genres:These have an influence on background. Beware their influence on other parts of image.science fictioncowboy western ("fringe trim" is a helpful negative to know)fantasyEnhancers:crampednight,undergrounddark(black background:0.5) (Makes things darker. At full strength this tends to put a lot of "blank" space in the background. I've got some notes on a full article for this and other [color] backgrounds] but haven't had time to experiment when the generator wasn't messing with colors)"Japanese architecture" as negative (useful for more western/generic buildings)Negatives:sun, sky, window, outdoors (helps makes indoor settings truly indoors)Interactions:sittinglayingleaningagainst wall, (leaning)the conjunction "on" seems to produce good results when paired with background objects and nouns. "sitting on chair", "laying on bed", "leaning on rail" etc.Known to models but poor results:“Athletics Field” and/or “Track and Field” ("running track" is a bit more stable, but exceptionally limited in angle support)Basketball CourtBedroom (This is one of the worst offenders. Especially if doors or windows are present. Some checkpoints tolerate it better than others and Illustrious is better than Pony, but it’s rarely great. I've found it is pretty good at checking for overbaking in epoch pics though.) Update: Adding "wall" helps stabilize this one for some reason. Still not ideal, but vastly more usable.Japanese architecture (this one needs heavy supporting word use to make clear which era/kind of Japanese architecture you mean, and I've concluded that you're better off just calling the elements you want)Bus stopApartment (so many different areas are under this tagsoccer fieldcanal (functions, but poor compatibly with people)Washington Monument (knows relative outline, but nothing else)Mount Rushmore (knows there’s supposed to be heads on a mountain, and nothing else)Independence HallParthenon (decent at making Romanesque architecture, bad at making the Parthenon)planetarium (interesting, but not a planetarium)courtroomNiagara FallsMemphis Pyramid?Garden of the sun (Touhou area. it knows it’s sunflowers, and nothing else.ObservatoryBowling alleyhotel (supporting will change it, but still poor)art gallery*This one will alter the overall theme of the background a good deal.

June Daily Themeschaotic daily themessorry this one's late. was sitting on it all day trying to make sure the father's day word was right. still not sold but i ended up with hockey, because my dad loves hockey (as a canadian he's legally required to XD) but lots of dads like sports and hockey is a sport ... idk. look we're learning i'm not perfect at this, and it's just a daily inspiration prompt for fun so who cares really if not all of the prompts are winners? ... well hopefully not you XDit's month five! if you want to join feel free, we're very friendly people. do the whole month, only do the prompts that interest you, there aren't really any strict rules this is supposed to be fun, so have a good time with it and don't stress, everything will be just fine <3June 1 – GrumbleJune 2 – Coral (World Reef Awareness Day)June 3 – Again (Repeat Day)June 4 – PompomJune 5 – Moon childJune 6 – Drive-In (National Drive-In Movie Day)June 7 – Rewind (VCR Day)June 8 – Sea glass June 9 – Rhubarb (Strawberry Rhubarb Pie Day)June 10 – ClinkJune 11 – Yarnstorm (International Yarnbombing Day)June 12 – Prickle (Red Rose Day)June 13 – HemlineJune 14 – Shortcake (National Strawberry Shortcake Day)June 15 – Hockey (Father’s Day)June 16 – Pages June 17 – Chard June 18 – CrateJune 19 – ClatterJune 20 – Ugly-Cute (Ugliest Dog Day)June 21 – Flashbulb (National Selfie Day)June 22 – Canopy June 23 – Typewriter (Typewriter Day)June 24 – Midsummer (Midsummer)June 25 – Beetle (Global Beatles Day)June 26 – Splatter June 27 – Glare (National Sunglasses Day)June 28 – Axeman (Paul Bunyan Day)June 29 – Snapshot (National Camera Day)June 30 – Asteroid (International Asteroid Day)participation is simple just use the tags:CHAOS DAILY, and then the word/phrase of the day

Gather ‘round, witches, warlocks, and AI conjurers alike! 🧙‍♀️🧙‍♂️ In the dark, mysterious world of AI image generation, you hold the wand (okay, keyboard) to summon pixel-perfect masterpieces. And if you’re using the Flux model, then it’s time to harness the arcane art of prompt engineering to bring your visions to life. 👻✨Whether you're looking to craft hauntingly realistic ghouls or design otherworldly Halloween horrors, you’ve got the power. But… crafting the perfect prompt can feel like trying to carve a pumpkin with a toothpick. Fear not! Your AI apprentice is here to show you how it’s done—*with a few tricks (and treats) up our sleeves*. 🎃Chapter 1: The Anatomy of a Killer PromptThink of prompt engineering as casting a spell—each word is a mystical ingredient, and if you mess it up, you might end up with a cute kitten instead of a terrifying vampire. Here’s how to bippity-boppity-boo your way to greatness:1. Be Specific but Leave Room for MagicYou want your AI genie to grant you the right wish, but don't micromanage it. It’s not your annoying coworker; it knows things! For instance, instead of “witch on a broom,” try:- “An ancient, withered witch flying under a blood moon, sparks trailing from her broom.”Let Flux weave its magic, but with clear directions.2. Mood and Style: Set the SceneWant spooky? Say it. Want whimsical? Shout it from the rooftops (or type it loudly in all caps, your call). Remember, adjectives are your friends:- “A shadowy forest engulfed in eerie mist, glowing jack-o’-lanterns scattered along the path, haunted and creepy.”Words like eerie, mystical, and haunting tell Flux you mean serious Halloween business.3. Use the "AND" Trick Like a WizardFlux loves multitasking. If you want your prompt to focus on more than one thing, don’t be shy to throw in an "AND" like a mad scientist mixing potions:- “A skeleton pirate captain, AND a shipwreck glowing under an ominous green sky.”You'll get both elements without one overshadowing the other.4. Color and Light: Paint the DarknessIf you want Halloween vibes that really pop, think about color and lighting. Flux loves to play with shades, so don’t skimp on the details here. A little glow or shadow can turn your artwork from "eh" to "OMG, is that ghost real?!"- “A vampire queen in a gothic castle, dimly lit by flickering candlelight, with deep red and purple hues casting shadows.”Chapter 2: How to Avoid Summoning Cursed ImagesEven the most skilled AI whisperers make mistakes. Here are some “don’ts” to avoid turning your beautiful creation into a digital abomination:- Don’t Forget the Little Things: If your witch needs a hat, say so! Forgetting key elements is like skipping a step in a potion recipe. You might end up with a pumpkin-headed zombie that’s weirdly hatless. - Avoid Overloading: Yes, Flux is powerful, but it’s not a mind reader. Too many details might turn your masterpiece into a jumbled mess of bat wings, black cats, and cauldrons. Keep it focused, or you’ll end up with Frankenstein’s monster—and not the cool kind.- Negatives are Positive!: If you absolutely don’t want something to appear, mention it. “WITHOUT” can be your best friend. For example: - “A haunted mansion without any cartoonish elements, focusing on realistic eerie textures.”Chapter 3: Bonus Round! Halloween-Themed Prompts That Will Make Flux CackleReady to brew some ghoulishly good images? Here are some Flux-fueled prompts to get you started:1. "A sinister jack-o’-lantern floating in foggy moonlight, surrounded by ghostly wisps and a graveyard of ancient tombstones." 2. "A gothic vampire ballroom, with chandeliers made of bones and flickering torches lighting up crimson velvet curtains."3. "A wicked scarecrow standing in a cornfield under a full harvest moon, glowing orange eyes and a tattered hat swaying in the wind."4. "A dark, enchanted forest with glowing pumpkins lining the path, twisted trees, and a lurking werewolf in the shadows."5. "A cyberpunk zombie with neon wires, glowing red eyes, and mechanical limbs, shambling through a dystopian city on Halloween night."So, go forth, Flux-users, and wield your prompt-crafting powers wisely. May your Halloween-themed images spook, scare, and send chills down our spines! And remember, the best prompts are the ones that make both you and your AI cackle with delight. 🎃👻Happy Flux-prompting and may your images be fang-tastically flawless!Ghoulishly yours,BlackPanther

Crafting a FLUX AI image prompt isn’t rocket science—unless you’re literally asking for a rocket scientist. To get the best results, follow this structured approach, because nothing says "artistic genius" like an organized checklist. I crack me up!Without further adieu....1. Subject & Primary FocusStart with the star of the show. This could be a "radiantly beautiful woman who looks like a goddess," a "towering archangel who clearly hits the celestial gym," or a "cyberpunk cityscape where neon signs." Be specific. Vague requests make AI sad.2. Clothing & AccessoriesIf your subject is human then unless you’re going for avant-garde nudity, put some clothes on your subject. Describe fabrics, colors, textures—think "flowing silk robe that suggests wealth and excellent dry cleaning" or "leather jacket so cool it intimidates lesser jackets." Don’t forget accessories. Crowns, swords, cybernetic implants—if it enhances the vibe, include it.3. Environment & SettingWhere is the scene happening? A "haunted fog-drenched gothic mansion"? A "gritty futuristic metropolis"? Nail down the details: architecture like "futuristic architecture", background elements maybe there's a "nuclear explosion mushroom cloud in the distance", anything that makes the scene feel real (or unreal, if that’s the goal).4. Lighting & MoodLighting sets the scene. Do you want "soft golden-hour glow" or "dramatic backlight that screams ‘I have secrets’"? Define the mood—peaceful, eerie, thrilling—because "generic" is not a mood, no matter what your indecisive brain tells you.5. Additional Elements & Special EffectsThis is where the magic happens—sometimes literally. Need "glowing runes that pulsate with ancient wisdom"? A "subtle snowfall that looks poetic"? Describe any floating objects, supernatural auras, or sci-fi enhancements to make the image pop.6. Camera Details & QualityPretend you’re directing a high-budget movie. Specify details like "shot on a Canon EOS R5 with a 50mm lens for maximum cinematic drama." Want "soft bokeh"? Say it. Prefer "fisheye lens for a mildly disorienting but artsy effect"? Go for it. The AI has the range.7. Text & Additional Elements (If Needed)If your masterpiece includes text, explain how it should appear: "glowing letters in an eldritch script that probably spells doom" or "graffiti that looks like it was written by a child." This also applies to tattoos, inscriptions, or mysterious symbols that make the viewer ask, "What does it mean?!"Now here's a special note that you will appreciate. Use the word "write", not text, or quote, etc to flag where your text starts. Instead of 'handwritten sign that says "Go Team", make it 'wide scrawled text write "Taco good"'.Final ThoughtsYes, this requires a wee bit more effort than telling it to make a picture of Santa riding a bike, but it's worth it. Please give back to the community when you can. Cheers

Hello everyone!Well this just contains some of my models and projects that I will be working on soon.ListShinokira - v1.0 - CheckpointKibouMirai - v1.0 - CheckpointYumehana - v2 - CheckpointShineStyle - v0.5 - LoraLuxHyphen - v0.1 - LoraFukkatsuYoake - v1 - LoraYuukyuuNozomi - v3 - LoraSaisei - v1 - LoraGurenSutorīto - v3 - LoraReimei - v1 - LoraCheapPro - AIToolsCHRISTMAS❄️- AIToolsButton❄️- AIToolsSimple - AIToolsHistoryCheckpoint1. ShinoKiraFeb 9, 2025 : Upload Shinokira - v0.1, My first checkpoint, the details might be pretty good or it might look overdone, but the double-highlight issue on the hair annoys me a bit.April 21, Reupload to change the name of the Model file.May 6, 2025 : Upload Shinokira - v1.0, May be enough, but since the base used is Illustrious XL - V2.0/Stable which is trained to use narutal language prompts, from some of my (temporary) testing, if using natural language prompts the results are sometimes better when compared to description prompts which feel more rigid (depending on the prompt entered).Jan 8, 2026 : Upload Shinokira - v2.A and Shinokira - v2.B. I noticed that many people liked this model, so I decided to update it with the latest dataset. I used Illustrious XL - V1.0 as the base model, but there are also differences in the dataset due to several considerations. The difference between v2.A and v2.B lies in the dataset used. For v2.A, it is the same as Shinokira - v0.1 but with a different base and the same dataset. Meanwhile, for v2.B, the base is the same as v2.A but without the added dataset.2. KibouMiraiMay 6, 2025 : Upload KibouMirai - v1.0, My second checkpont, it may be said that ShinoKira and KibouMirai look the same but there is a slight difference between the two, which is from the training process and ShinoKira has a unique style while KibouMirai only has a basic style.Soon : Maybe I will try to use Illustrious XL base - V1.0.3. YumehanaOct 4, 2025 : Upload Yumehana - v1, My third checkpoint, using the Raehoshi illust XL - v6 model as the basis for my model and adding a new style dataset as its base style, but the results were not as I expected, so I will try to retrain it until it matches my dataset.Nov 22, 2025: Upload Yumehana - v2, I updated the base using ‘Raehoshi illust XL - v7.1’, but I think the results are still the same even though I added my own dataset to change the style. I will keep trying to update it.Lora1. ShineStyleMar 4, 2025 : Upload ShineStyle - v0.1, Issue has no effect when used and there is a leak.Mar 25, 2025 : Retrain ShineStyle.Mar 26, 2025 : Upload ShineStyle - v0.5, Issue is still not too visible the difference from the previous version and a little leak.2. LuxHyphenApr 7, 2025 : Upload LuxHyphen - v0.1, it works but needs a little improvement.April 21, 2025 : Reupload to change the name of the Model file.3. FukkatsuYoakeJul 3, 2025 : Upload FukkatsuYoake - v1, This Lora style uses the same dataset as Lora ShineStyle with a few additional datasets and better tagging.4. FukkatsuYoakeNov 26, 2025 : Upload FukkatsuYoake - v1, this is the first lora from my experiment. I will try to update it until I get a good lora result.Dec 16, 2025 : Upload FukkatsuYoake - v2, this is the second result of the experiment, which differs in terms of dataset size and steps.Dec 20, 2025 : Upload FukkatsuYoake - v3, Ttis is the third result of the experiment, which differs in terms of dataset size and number of steps. In my opinion, it is quite good and close to the dataset.5. SaiseiDec 9, 2025 : Upload Sansei - v1, this is the second lora from my experiment, used Illustrious XL - V1.0 as the base model. I will try to update it until I get a good lora result.Dec 28, 2025 : Upload Sansei - v2, I updated this lora style, still using Illustrious XL - V1.0 as the base model, and I like the results.6. GurenSutorītoJan 3, 2026 : Upload GurenSutorīto - v1, my third latest lora style experiment, using the Raehoshi illust XL model as its base. I'm still confused because the results are not as expected, but I will continue to try to update it.Jan 17, 2026 : Upload GurenSutorīto - v2, I updated this lora, still using the Raehoshi illust XL model as its base. There are slight differences from v1, because the Raehoshi illust XL base is so strong that it makes it a bit difficult to use as a base for lora training for me, but it might work because it's almost identical to the dataset.Jan 25, 2026 : Upload GurenSutorīto - v3, I tried using a different base, I used the RouWei base epsilon version, because it was talked about a lot and made me interested in trying it. But maybe the result still confuses me, whether it's enough or not.7. ReimeiJan 23, 2026 : Upload Reimei - v1, Lora style to the fourth result of my experiment, I tried using RouWei as the base model epsilon version. The results show a slight difference when experimenting with the base and with Lora. I will try to update this Lora.AI Tools1. CheapPro : -2. CHRISTMAS❄️: -3. Button❄️: -4. Simple : Same as AITools CHRISTMAS❄️but this can be updated.6. I tried to create a Lora WAN and AI Tools before, but it seems that I am not skilled enough to create Lora WAN 😅Soon1. Checkpoint : I try to keep developing the existing models.2. Checkpoint 1 : Actually, I am trying to create a checkpoint from scratch with the latest dataset danbooru for April 16, 2025. However, I encountered many obstacles when I tried it, but I will keep trying.3. Checkpoint 2 : Maybe if I succeed in training model checkpoint 1, I will make another one with the addition of the anime style that I like, so just wait and see.4. Lora Cosplayer : Actually, I've already tried to create a cosplayer lora. When I tried it, the results were somewhat smooth in some parts, but there are still some things I need to consider before releasing this cosplayer lora..5. Lora : I need a specific lora, maybe I'll try to train one.6. Lora : There will be new style models coming.7. Lora : Maybe in the future I will try to create characters from anime or games.Additional notesHere I conducted several experiments to create a model. I would appreciate it if you could try it out and provide feedback in the comments section.If you have any questions, suggestions or criticisms for me, you can leave them here Leave feedback.*I don't know why this article was recommended again on the Explore channel by Team TA. Maybe they instructed me to update this article 😅😂 - Thank you, Team TA 😆See you again in the next update. Bye Bye! ☺️

In the heart of dawn, where shadows yawn,I tread the path of sorrow's song.With clay pot balanced, rivers long,I whisper to the one now gone.My husband, in the earth so deep,I fetch the tears that none may keep.Once a wife, my spirit steep,Now a slave where shadows creep.In-laws' eyes like vultures' gaze,Strip my hope, my dreams erase.Once a mother, in love's embrace,Now a child, in this harsh place.Their words are thorns, their hearts are stone,In this house, I'm all alone.From the hearth to fields unknown,I toil, a ghost, through moans and groans.The river listens, hears my plea,Its waters hold my memory.Oh, husband, set my spirit free,For in this life, I cease to be.Once a bride in laughter’s light,Now a shadow in the night.I sing, I weep, with all my might,To honor love, lost to blight.

Hey guys!With this article I want to clarify some common misconceptions about AI in general and image creation in particular and thus help for a better understanding of what it is that we are working with here.First things first: The term AI is misleadingWe're not dealing with real AI here, not at all. What we are dealing with here are scripts that are able to make decisions on their own, but only when prompted to do so.Many people confuse our actual concept of AI with that of science fiction movies, and the reality could not be further away from that. In SciFi AIs are thinking, conscious machines with an insane amount of control over their surroundings, which makes for a good movie villain, but is not how it works at all.Our AIs are not AIs, they are comparison tools that can create derivative work out of their databases. So when you type in "red sports car at nighttime on a vivid street with neon lights," the script will look up its database for every word in the prompt, collect fitting images and image patterns and then create a mix of all the elements given in the prompt. For every element there is a certain probability of being depicted and it depends on the model how high this probability is (given you don't use emphasis).To make this totally clear: The way our AIs work means that they cannot create anything they haven't seen before!So if one would create a model or a checkpoint with no car pictures in the training data, you could not create a single car with that model because there are no pictures it could derive something from.So what does this mean?It means several things. First: Our AIs do not think. This fact alone disqualifies them from being called AI to begin with.It also means they do not understand, grasp or get an idea of what you want it to do.So whenever you try to create an atmospheric image, it's not the AI that creates the atmosphere, it's you. Let's take a horror image for example. You can already tell the AI to create an atmospheric horror image, but I want you to be aware what happens in the background when you type in these words and hit "create"The script runs through its database and looks for images that contain "horror" and "atmospheric" as keywords and will most probably find images with dark backgrounds, stone walls, chains, skeletons and fog.So depending on the training data both approaches will lead to pretty similar images - be it "skeleton laying on stone floor, chains on the wall, foggy, dark background" or be it "horror image with skeleton that has a chilling atmosphere"Which of both prompts is better suited for the image you want to create solely depends on the model and the way its training data was created and implemented.So no romance in AI?I know this sounds a bit sad to many, since they often imagine that if they use emotional words and descriptions the AI will better understand what they mean... Well you can use AI this way ("mesmerizing beauty and breathtaking atmosphere") and get really good results. But, and that's my point, you can use totally technical descriptions ("beautiful, posing, sunset") and get the exact same results.Because our AIs neither understand anything, nor can they grasp the meaning of something. They only compare pictures and picture patterns that fit the prompt you give it, and that's all they do. I know this sounds disillusioning to some people, but it is what it is.Language models as counter argumentYes, language models like ChatGPT are different. They can understand things on a technical level. They are like a child that never in his life has seen a real dog but only read about it. So it can perfectly describe the properties of a dog, but at the end of the day it still does not know what a dog is. You can believe me here, I talked to several AIs about this very topic, and all told me the same.So are AIs great tools that will bring technology and society forward? Most probably yes.Can they think? No.Can they feel? No.Are they conscious? Hell no. They still are scripts. Computer programs that stop doing anything when you do not input anything, and that is not how a conscious being works.But are they cool? Hell yeah, they are, and I'm eager to see where all this is going.

A Simple Guide to Variations in Anime Art StylesAnime, a unique form of animation originating from Japan, has become a global cultural phenomenon. Over the years, anime has evolved into numerous styles, each offering something different in terms of artistic expression, character design, and storytelling. Below, we explore some of the key variations in anime art styles. 1. Classic StyleThe classic anime style is what most people think of when they picture anime. This style was dominant in the 1960s to the 1990s, with works like Astro Boy, Dragon Ball, and Sailor Moon. Key features include:- Big eyes: Exaggerated eyes with highlights to convey emotion.- Simple lines: Clean, minimalistic outlines that emphasize movement.- Bright colors: Bold, primary colors to make characters stand out. 2. Realistic StyleAnime that strives for realism aims to make characters and environments resemble real-life figures and settings as much as possible. Examples include Akira and Ghost in the Shell. Characteristics of this style include:- Proportional features: More human-like proportions, smaller eyes, and less exaggerated expressions.- Detailed backgrounds: Real-world settings are often depicted with intricate, realistic details.- Subtle expressions: The focus is on body language and subtle facial changes to convey emotion. 3. Chibi StyleChibi (meaning "small" or "cute" in Japanese) is a style that transforms characters into small, round, and adorable figures. It's commonly used in comedic scenes or to make characters look cuter. Features of chibi style include:- Large heads and small bodies: The body is reduced in size, while the head is made disproportionately large.- Exaggerated expressions: Features like oversized eyes and mouths are used to enhance cuteness or humor.- Simplified design: Details are minimal to maintain the cartoonish, playful appearance. 4. Shoujo (Girls') StyleShoujo anime is typically aimed at young female audiences and focuses on romance, drama, and emotional storytelling. This style is defined by:- Elegant characters: Tall, slender characters with delicate, elongated limbs and detailed outfits.- Sparkling eyes: Eyes are often large with intricate highlights and sparkles to enhance emotions.- Flowery backgrounds: Dreamy backgrounds with soft colors and floral patterns are common to heighten the emotional tone. 5. Shounen (Boys') StyleShounen anime, aimed at young male audiences, features action, adventure, and often a heroic protagonist. Anime like Naruto and One Piece fall into this category. Key traits include:- Bold designs: Characters often have spiky hair, exaggerated muscles, or fantastical clothing.- Dynamic movement: Fluid animation during fight scenes and high-energy action sequences.- Simplified features: While expressive, the designs are generally less detailed to focus on fast-paced action. 6. Super Deformed (SD)This exaggerated style is similar to chibi but with even more extreme proportions. It’s often used to express a character’s extreme emotions, like anger or excitement. Characteristics include:- Huge heads: Even more pronounced than chibi, with big, exaggerated facial expressions.- Cartoonish movement: Movements are exaggerated and often humorous, with characters jumping or moving in unnatural ways.- Simplified body: The body is often tiny compared to the large, oversized head. 7. Kawaii (Cute) StyleKawaii, which means "cute" in Japanese, is a popular anime style that focuses on characters designed to look adorable. You’ll see this style in anime like Cardcaptor Sakura or Pokémon. Key features include:- Round faces: Soft, rounded facial features with small noses and mouths.- Large, sparkling eyes: Eyes are the focal point of the design, often wide and full of emotion.- Bright pastel colors: The color palette tends to include soft, happy colors like pink, baby blue, and pastel tones. 8. Avant-Garde/Experimental StyleAvant-garde anime often breaks the traditional rules of anime art, using abstract and unconventional designs to challenge the viewer’s perceptions. Shows like Ping Pong the Animation and Tatami Galaxy are examples. Characteristics include:- Abstract visuals: Characters and settings may not follow the traditional anime appearance.- Unusual color palettes: Bold, contrasting colors that evoke emotions rather than realism.- Non-traditional animation techniques: Sometimes the animation appears rough or experimental to complement the story's theme. ConclusionAnime art styles are as varied as the stories they tell. Whether you prefer the cute chibi look or the realism of a classic style, there’s something for everyone in the world of anime. These styles allow artists to express different emotions, themes, and moods, ensuring anime continues to capture the imagination of audiences worldwide.

Choosing the right dataset is crucial for the success of training AI models, especially generative models like Stable Diffusion. A good dataset will help the model produce high-quality outputs that are relevant to the given task. Here are some tips to consider:1. Relevance to the TaskMatch the theme: Ensure the dataset contains images that are relevant to the desired theme or style of the model. For example, if you want to train a model to generate anime images, then the dataset should be dominated by anime images.Variety: The dataset should include sufficient variety in terms of objects, backgrounds, poses, and lighting conditions. This will help the model learn better generalizations.2. Image QualityResolution: Choose images with a high enough resolution so that the model can learn important details.Lighting: Images with good lighting will make it easier for the model to recognize object features.Noise: Avoid images that are too noisy or distorted.3. Data QuantitySufficient: The more data used, the better the model will learn. However, the optimal amount of data depends on the complexity of the model and the task to be achieved.Balanced: If there are certain classes that are underrepresented, consider performing data augmentation or finding additional data to balance the dataset.4. AnnotationsAccurate: If using an existing dataset, ensure that the annotations provided are accurate and consistent.Detailed: The more detailed the annotations, the better the model can understand the relationship between text and images.5. LicenseLegal: Ensure that you have the right to use the dataset. Some datasets have usage restrictions or require a specific license.Example: Creating a Model for Anime-Style ImagesTheme: Cyberpunk-style anime images with futuristic city backgrounds. Ideal Dataset:Source: Anime fan websites, digital art platforms, open-source datasets like Danbooru.Criteria:Anime characters with distinctive designs (large eyes, brightly colored hair, futuristic clothing).City backgrounds with tall buildings, neon lights, and advanced technology.Variety of poses and facial expressions.High-quality images.Clear text annotations (e.g., "cyberpunk anime", "cyberpunk city", "robot", "neon").Sample Dataset Images: [Insert image of cyberpunk anime dataset examples]Additional Tips:Data Augmentation: Use data augmentation techniques to increase the dataset, such as rotation, cropping, color changes, and adding noise.Data Filtering: Remove images that are of poor quality or irrelevant to the theme.Custom Dataset: If no suitable dataset is available, consider creating your own dataset by drawing or collecting images from various sources.ConclusionChoosing a good dataset is a crucial first step in building a high-quality text-to-image model. By following the tips above and paying attention to relevance, quality, quantity, annotations, and licensing, you can train a model that produces images that meet your expectations.

Halloween is the perfect time to spark your creativity. With the help of artificial intelligence like Flux AI, we can create unique and amazing Halloween artwork without limits to our imagination. Let's explore how to craft effective prompts to generate stunning Halloween art.Crafting the Perfect Halloween Art PromptA prompt is an instruction we give to the AI to generate the image we desire. The more detailed and specific your prompt, the more accurate the result will be.Be as Specific as Possible: Avoid generic terms like "Halloween scene." Instead, mention specific elements like location, characters, atmosphere, and objects. Example: "An old witch brewing a potion in a large cauldron in the middle of a dark forest on a full moon night."Play with Art Styles: Determine the art style you want to use. Do you prefer a cute cartoon style, a classic oil painting, or futuristic digital art? Example: "A realistic oil painting of a smiling Halloween pumpkin against a starry night sky."Explore Visual Elements: Use words that evoke visuals like color, light, and texture. Example: "A vector illustration of a majestic gothic castle with towering spires, illuminated by a blue-purple moonlight."Combine Unexpected Elements: Don't be afraid to combine different elements to create something unique. Example: "A giant Halloween-themed robot is having a dance party in a futuristic city."Add Context: Give your image context. Example: "A young child is carving their first Halloween pumpkin with the help of their loving grandfather."Inspiring Halloween Prompt ExamplesClassic Horror: "An abandoned old graveyard on a foggy night, with a ghostly figure floating above."Modern Halloween: "A Halloween costume party at a futuristic nightclub, with a ghost DJ playing electronic music."Cute Halloween: "A small black cat wearing a witch hat, sitting on top of a Halloween pumpkin."Surreal Halloween: "A haunted house made of candy, with chocolate slides and a candy pool."Minimalist Halloween: "A black silhouette of a witch flying over the full moon against a simple night sky."Additional TipsExperiment with keywords: Try words like "spooky", "eerie", "dark", "gothic", "whimsical", "cartoonish", or "realistic" to get different results."Use the following AI tool (Halloween2024 Theme) This tool allows you to generate high-quality images in various art styles."With a little creativity and experimentation, you can create unique and amazing Halloween artwork using Flux AI. Happy creating!

Stable Diffusion is a powerful AI model that can generate images based on text prompts. One of its exciting features is the ability to create images in the style of various renowned artists. This allows users to explore and create artwork inspired by the distinctive techniques and aesthetics of famous artists. Here’s a list of artist-inspired styles for Stable Diffusion along with explanations and examples.(cheatsheat link is at the bottom of article)1. Vincent van GoghDescription:Vincent van Gogh is known for his bold, dramatic brush strokes and vibrant color palettes. His style often features swirling, emotive lines and a unique use of light and shadow, which creates a sense of movement and intensity in his paintings.Example Prompt:"A starry night over a quiet village, in the style of Vincent van Gogh."Example Image:An image featuring swirling, vivid blues and yellows, with expressive, thick brush strokes depicting a night sky full of swirling stars over a tranquil village scene.2. Pablo PicassoDescription:Pablo Picasso, a pioneer of Cubism, often used geometric shapes and fragmented forms to represent subjects from multiple angles. His work ranges from the abstract and surreal to more realistic depictions.Example Prompt:"A portrait of a woman with fragmented features and geometric shapes, in the style of Pablo Picasso."Example Image:An image showing a woman's face divided into angular, geometric planes with a mixture of sharp and soft edges, capturing the essence of Cubist abstraction.3. Claude MonetDescription:Claude Monet, a founder of French Impressionism, is famous for his soft, diffused brushwork and focus on light and its changing qualities. His paintings often feature landscapes, gardens, and water scenes with a dreamy, almost ethereal quality.Example Prompt:"A serene garden with a pond filled with water lilies, in the style of Claude Monet."Example Image:An image displaying a tranquil garden scene with soft, blurry brush strokes, capturing the shimmering reflections on a pond filled with delicate water lilies.4. Salvador DalíDescription:Salvador Dalí is renowned for his surrealistic works, which often feature dreamlike, bizarre, and fantastical elements. His paintings frequently incorporate melting objects, distorted forms, and an extraordinary attention to detail.Example Prompt:"A melting clock draped over a tree branch in a desert landscape, in the style of Salvador Dalí."Example Image:An image illustrating a surreal desert scene with a distorted clock seemingly melting over a tree branch, creating a dreamlike, otherworldly atmosphere.5. Frida KahloDescription:Frida Kahlo's work is characterized by its vibrant colors, strong emotional content, and elements of Mexican folk art. Her paintings often include self-portraits and symbolic imagery, reflecting her personal experiences and cultural identity.Example Prompt:"A vibrant self-portrait with symbolic elements and Mexican folk art motifs, in the style of Frida Kahlo."Example Image:An image depicting a vivid self-portrait with rich colors and intricate details, featuring symbolic items like flowers, animals, and traditional Mexican patterns.6. H.R. GigerDescription:H.R. Giger is known for his dark, biomechanical art style, blending human and machine elements in a surreal, often unsettling manner. His works frequently explore themes of dystopia and alien forms.Example Prompt:"A futuristic cityscape with biomechanical structures and eerie, surreal elements, in the style of H.R. Giger."Example Image:An image showing a dystopian city with intricate, biomechanical buildings and a dark, eerie atmosphere, combining organic and mechanical features.7. Georgia O'KeeffeDescription:Georgia O'Keeffe is celebrated for her large-scale close-ups of flowers and desert landscapes. Her style emphasizes simplicity, bold colors, and abstract forms inspired by nature.Example Prompt:"A close-up of a vibrant flower with abstract shapes and rich colors, in the style of Georgia O'Keeffe."Example Image:An image featuring a striking close-up of a flower, with smooth, flowing lines and bold, saturated colors, capturing the essence of natural beauty in an abstract form.8. Katsushika HokusaiDescription:Katsushika Hokusai, a Japanese ukiyo-e artist, is best known for his woodblock prints featuring landscapes and scenes from everyday life, particularly "The Great Wave off Kanagawa." His style is marked by intricate details and fluid lines.Example Prompt:"A powerful ocean wave with Mount Fuji in the background, in the style of Katsushika Hokusai."Example Image:An image illustrating a dramatic, large wave with delicate, flowing lines and intricate details, capturing the iconic style of Hokusai's woodblock prints.By using these artist-inspired styles with Stable Diffusion, users can create stunning, unique images that reflect the distinctive techniques and aesthetics of these famous artists. Whether for artistic exploration or creative projects, these prompts can help you generate visually captivating and stylistically rich artwork.Stable Diffusion Cheat Sheet is a comprehensive collection of artist-inspired styles for the Stable Diffusion AI model. It provides detailed examples and descriptions of how to generate images in the style of famous artists like Vincent van Gogh, Pablo Picasso, and Claude Monet. The cheat sheet offers guidance on various art media, including drawing, painting, and digital methods, helping users create images that reflect the unique characteristics of each artist's style.

I'm creating this list for my own use, as well as to share, since searching for these models here is particularly difficultAho Girl StyleAmerican Dad StyleAnastasia Style - IL | Stable Diffusion Model - LORA | Tensor.ArtApocalypse Hotel - IL | Stable Diffusion Model - LORA | Tensor.ArtArcane Style - IL | Stable Diffusion Model - LORA | Tensor.ArtArifureta StyleArknights Endfield 2026Assassination Classroom StyleAsobi Asobase - IL | Stable Diffusion Model - LORA | Tensor.ArtAttack on Titan StyleAvatar: the Last Airbender StyleAyakashi Triangle StyleBatman the Brave and the Bold StyleBeheneko IL 2026 - IL1Berserk 1997/2012/2016 StyleBeyblade X - IL | Stable Diffusion Model - LORA | Tensor.ArtBlack Rock Shooter Style 2026 Synthdark8 - IL | Stable Diffusion Model - LORA | Tensor.ArtBlazblue Alter Memory StyleBleach Style - 1.0Bleach IL Style - Higher Res 3.0Blue Archive IL 2025Calvin and Hobbes Style 2026 Synthdark8 - IL1 | Stable Diffusion Model - LORA | Tensor.ArtCautious Hero StyleChrome Shelled Regios StyleClaymore StyleCode Geass StyleCowboy Bebop StyleDandadan StyleDanganronpa StyleDemon Slayer StyleDemon Slayer Movie Infinity Castle StyleDevil May Cry 2025 StyleDexter's Lab 2025 - IL | Stable Diffusion Model - LORA | Tensor.ArtDigimon Adventure Style ILDisney FilmsAtlantis - IL | Stable Diffusion Model - LORA | Tensor.ArtBig Hero Six - IL | Stable Diffusion Model - LORA | Tensor.ArtFinding Nemo - IL | Stable Diffusion Model - LORA | Tensor.ArtFrozen - IL | Stable Diffusion Model - LORA | Tensor.ArtHercules StyleHunchback of Notre Dame - IL | Stable Diffusion Model - LORA | Tensor.ArtMeet The Robinsons - IL | Stable Diffusion Model - LORA | Tensor.ArtPocahantas - IL | Stable Diffusion Model - LORA | Tensor.ArtTarzan - IL | Stable Diffusion Model - LORA | Tensor.ArtThe Black Cauldron - IL | Stable Diffusion Model - LORA | Tensor.ArtThe Emperor's New Groove - IL | Stable Diffusion Model - LORA | Tensor.ArtThe Incredibles - IL | Stable Diffusion Model - LORA | Tensor.ArtThe Sword in the Stone - IL | Stable Diffusion Model - LORA | Tensor.ArtToy Story - IL | Stable Diffusion Model - LORA | Tensor.ArtWreck-It Ralph - IL | Stable Diffusion Model - CHECKPOINT | Tensor.ArtDororon Enma Kun Meeramera - IL | Stable Diffusion Model - LORA | Tensor.ArtDragon Ball Style Dragon Ball Super StyleDragon Ball Super Movies StyleDragon Ball Z / Kai StyleDreamworksBee Movie - IL | Stable Diffusion Model - LORA | Tensor.ArtMegamind - IL | Stable Diffusion Model - LORA | Tensor.ArtPrince of Egypt - IL | Stable Diffusion Model - LORA | Tensor.ArtThe Road to El Dorado - IL | Stable Diffusion Model - LORA | Tensor.ArtDropkick on my Devil Style Synthdark8 - IL | Stable Diffusion Model - LORA | Tensor.ArtDr. Stone StyleDungeon Meshi StyleFairly OddParents Style - IL | Stable Diffusion Model - LORA | Tensor.ArtFate Grand Order Absolute Demonic Front Babylonia - IL | Stable Diffusion Model - LORA | Tensor.ArtFate Stay Night Unlimited Blade Works StyleFMA Brotherhood Style - IL | Stable Diffusion Model - LORA | Tensor.ArtFrieren: Beyond Journey's End StyleGenerator Rex - IL | Stable Diffusion Model - LORA | Tensor.ArtGenshin Impact Cutscenes IL StyleGirls Und Panzer StyleGoblin Slayer StyleGravity Falls IL StyleGrenadier - IL | Stable Diffusion Model - LORA | Tensor.ArtGurren Lagann StyleGushing Over Magical Girls IL StyleFairy Tail Style 2.0Fairy Tail Style IL - Rave Master OVAFire Emblem Engage StyleHarley Quinn TAS StyleHeavenly Delusion - IL | Stable Diffusion Model - LORA | Tensor.ArtHell's Paradise StyleHigh School DXD StyleHighschool of the Dead Style - IL | Stable Diffusion Model - LORA | Tensor.ArtHinomaruzumou - IL | Stable Diffusion Model - LORA | Tensor.ArtHorizon Zero Dawn - IL | Stable Diffusion Model - LORA | Tensor.ArtHow Heavy Are The Dumbbells You Lift - IL | Stable Diffusion Model - LORA | Tensor.ArtInside Out IL 2025 styleInterspecies Reviewers StyleInuyashsa - IL | Stable Diffusion Model - LORA | Tensor.ArtInvincible - IL | Stable Diffusion Model - LORA | Tensor.ArtIria_Zeiram - IL | Stable Diffusion Model - LORA | Tensor.ArtIsekai One Turn Kill Nee-San StyleIsekai Red Ranger StyleJago Dibuja StyleJujutsu Kaisen StyleJump Force StyleKill La Kill StyleKim Possible StyleKim Possible 2025 - IL | Stable Diffusion Model - LORA | Tensor.ArtKPOP Demon Hunters - IL | Stable Diffusion Model - LORA | Tensor.ArtKonoSuba StyleLittle Witch AcademiaLord of Mysteries StyleLove Live! StyleLucky Star StyleLycoris Recoil StyleMagi: The Kingdom of Magic StyleMagi the Kingdom of Magic 2025 - IL | Stable Diffusion Model - LORA | Tensor.ArtMahouka Koukou no Rettousei StyleMasou Gakuen HXH StyleMiss Kobayashi's Dragon Maid StyleMonster Anime Style ILMonster Musume Style ILMonster Musume IL1.0 2025 - IL | Stable Diffusion Model - LORA | Tensor.ArtMonogatari Series StyleMulan - IL | Stable Diffusion Model - LORA | Tensor.ArtMy Adventures with Superman - IL | Stable Diffusion Model - LORA | Tensor.ArtMy Hero Academia StyleMy Hero Academia Vigilantes IL StyleNaruto / Shippuden / Boruto IL - Naruto IL | Stable Diffusion Model - LORA | Tensor.ArtNeon Genesis Evangelion StyleNo Game No Life StyleNo Longer Allowed In Another World IL StyleNukitashi the Animation - IL | Stable Diffusion Model - LORA | Tensor.ArtOne Piece (Egghead) StyleOne Piece (Wano) StyleOne Punch Man StyleOne Punch Man Manga - IL | Stable Diffusion Model - LORA | Tensor.ArtONIMAI: I'm Now Your Sister! StyleOshi No Ko StyleOutlaw Star - IL | Stable Diffusion Model - LORA | Tensor.ArtOverlord StyleOwari No Seraph StylePanty & Stocking with Garterbelt StylePaper Mario Thousand Year Door StylePeter Grill to Kenja no Jikan - IL | Stable Diffusion Model - LORA | Tensor.ArtPrincess Connect! Re:Dive StylePokemon Anime(by release date)Indigo League StyleOrange Islands StyleJohto Journeys StyleJohto League Champions StyleMaster Quest StyleAdvanced StyleAdvanced Challenge StyleAdvanced Battle StyleBattle Frontier StyleDiamond and Pearl StyleDP: Battle Dimension StyleBlack and White StyleBW: Rival Destinies StyleXY StyleXY: Kalos Quest StyleSun And Moon StyleJourneys StyleMaster Journeys StyleUltimate Journeys StyleHorizons Style Pokemon Legends ZA Cutscenes - IL | Stable Diffusion Model - LORA | Tensor.ArtPop Team Epic - IL | Stable Diffusion Model - LORA | Tensor.ArtPsycho Pass StylePuella Magi Madoka Magica StyleQuest for Camelot - IL | Stable Diffusion Model - LORA | Tensor.ArtRanma ½ 1989 StyleRanma ½ 2024 StyleRascal Does Not Dream of Bunnygirl Senpai StyleRedo of Healer - IL | Stable Diffusion Model - LORA | Tensor.ArtReincarnated Aristocrat StyleRick and Morty - IL | Stable Diffusion Model - LORA | Tensor.ArtRuri Rocks - IL | Stable Diffusion Model - LORA | Tensor.ArtRurouni Kenshin IL StyleSakamoto Days IL 2025Sailor Moon StyleSailor Moon Crystal StyleSailor Moon Eternal StyleScooby Doo and the Witch's Ghost - IL | Stable Diffusion Model - LORA | Tensor.ArtSecrets of the Silent Witch StyleSenki Zesshou Symphogear - AXZ IL | Stable Diffusion Model - LORA | Tensor.ArtSennenPrincess - IL | Stable Diffusion Model - LORA | Tensor.ArtSekirei IL 2025 - IL1 - Anime | Stable Diffusion Model - LORA | Tensor.ArtSeven Deadly Sins StyleShe-Ra and the Princesses of Power - IL | Stable Diffusion Model - LORA | Tensor.ArtSolo Leveling style IL 2025Sonic X - IL | Stable Diffusion Model - LORA | Tensor.ArtSora No Otoshimono - IL | Stable Diffusion Model - LORA | Tensor.ArtSpy X Family StyleSpy X Family IL Style 2025SSSS.Gridman 2025 IL - seriesStar Trek Lower Decks - IL | Stable Diffusion Model - LORA | Tensor.ArtStatic Shock - IL | Stable Diffusion Model - LORA | Tensor.ArtStitch (Anime) - IL | Stable Diffusion Model - LORA | Tensor.ArtStudio Gibli - v1 | Stable Diffusion Model - LORA | Tensor.ArtSword Art Online StyleTalentless Nana IL StyleTales of Wedding Rings IL StyleTiger & Bunny StyleThe Apothecary Diaries StyleThe Legend of Zelda Twilight Princess IL 2025style - ILX1 | Stable Diffusion Model - LORA | Tensor.ArtThe Rising of the Shield Hero StyleToilet Bound Hanako-Kun StyleTokyo Revengers StyleTotally Spies S7 IL - 1.0 | Stable Diffusion Model - LORA | Tensor.ArtTrinity Seven Style StyleTsukimichi: Moonlit Fantasy StyleUma Musume StyleUndead Unluck - IL | Stable Diffusion Model - LORA | Tensor.ArtUrusei Yatsura IL 2025 style - 2022-IL1Valkyrie Connect StyleViolet Evergarden StyleWajutsushi StyleYa Boy Kong Ming! IL StyleYu-Gi-Oh!Arc V StyleBonds Beyond Time StyleCards StyleDuel Monsters StyleGX StyleSeason 0 StyleSevens StyleVrains StyleYugioh The Movie (1999) StyleYu Yu Hakusho IL Style - Synthdark8 - 1.0 | Stable Diffusion Model - LORA | Tensor.Art

꧁༺ 𝒪𝒸𝓉𝑜𝒷𝑒𝓇 𝒟𝒶𝒾𝓁𝓎 𝒯𝒽𝑒𝓂𝑒𝓈༻꧂𝚌𝚑𝚊𝚘𝚝𝚒𝚌 𝚍𝚊𝚒𝚕𝚢 𝚝𝚑𝚎𝚖𝚎𝚜MONTH NINEE!!! and spooky month! and my birthday month! october is a busy time it seems XDthe inspiration for this month was ᴄᴏꜱᴛᴜᴍᴇꜱ !!! of course as always that doesn't mean that's what you have to do with them. take the word and let it spark an inspiration and just go from there. (and of course any gender specific words do not have to only be used by that gender, it's 2025 you do you boo!)i'm not even sure if very many people are still left, but halloween is my favourite month of the year (yes month not holiday) and i am trying to get back into this, but tensor just kind of makes me sad these days. and i've been trying to get on my windows computer more, for playing games, though i want to give it an aesthetic makeover as well ... but i'm kind of floundering, even got ai to gen me some pngs which was very silly, but ehhh ....anyway!!!! love and hugs to anyone and everyone who has ever or still does participate in this little project of mine. here's hoping we can at least live until the 12 month mark, that'll make me feel really accomplished and special. i'm rambling now. see y'all tomorrow <3October 1st – ScarecrowOctober 2nd – BansheeOctober 3rd – DoctorOctober 4th – SwanOctober 5th – BB GINGE - (it’s my birthday, indulge me XD)October 6th – WidowOctober 7th – ClownOctober 8th – Red Riding HoodOctober 9th – BotanistOctober 10th – SkeletonOctober 11th – MothOctober 12th – VampireOctober 13th – ButcherOctober 14th – PhantomOctober 15th – RagdollOctober 16th – Frog PrinceOctober 17th – AngelOctober 18th – DollmakerOctober 19th – Gnome Granny - (technically a wolf dressed up as a grandmother but go wild)October 20th – PoltergeistOctober 21st – WitchOctober 22nd – AnimalOctober 23rd – Carnival BarkerOctober 24th – Sleeping BeautyOctober 25th – BrideOctober 26th – ZombieOctober 27th – FairyOctober 28th – HuntsmanOctober 29th – SailorOctober 30th – SpecterOctober 31st – Puppeteer𝚙𝚊𝚛𝚝𝚒𝚌𝚒𝚙𝚊𝚝𝚒𝚘𝚗 𝚒𝚜 𝚜𝚒𝚖𝚙𝚕𝚎 𝚓𝚞𝚜𝚝 𝚞𝚜𝚎 𝚝𝚑𝚎 𝚝𝚊𝚐𝚜:𝑪𝑯𝑨𝑶𝑺 𝑫𝑨𝑰𝑳𝒀, 𝒂𝒏𝒅 𝒕𝒉𝒆𝒏 𝒕𝒉𝒆 𝒘𝒐𝒓𝒅/𝒑𝒉𝒓𝒂𝒔𝒆 𝒐𝒇 𝒕𝒉𝒆 𝒅𝒂𝒚

1)Install Kohya_SSOpen Terminal:git clone https://github.com/bmaltais/kohya_sscd kohya_ssgit checkout sd3-sd3.5-fluxsetup.batKohya_ss setup menu:1. Install kohya_ss GUI5. (Optional) Manually configure Accelerate:>This machine>No distributed training

Do you want to run your training on CPU only (even if a GPU / Apple Silicon / Ascend NPU device is available)?>NoDo you wish to optimize your script with torch dynamo?>NoDo you want to use DeepSpeed?>NoWhat GPU(s) (by id) should be used for training on this machine as a comma-seperated list?>AllWould you like to enable numa efficiency? (Currently only supported on NVIDIA hardware).>YesDo you wish to use FP16 or BF16 (mixed precision)?>bf16 (If you have a RTX 30/40 series video card choose >bf16. If don't have choose >fp16.)2)Install PyTorch 2.6.0 for Kohya_SS (Optional) (Experimental)1.Change text in gui.bat file inside kohya_ss folder and to add --noverify to skip check updates reequipments for kohya_gui.py@echo offset PYTHON_VER=3.10.9:: Deactivate the virtual environmentcall .\venv\Scripts\deactivate.bat:: Activate the virtual environmentcall .\venv\Scripts\activate.batset PATH=%PATH%;%~dp0venv\Lib\site-packages\torch\lib:: If the exit code is 0, run the kohya_gui.py script with the command-line argumentsif %errorlevel% equ 0 (REM Check if the batch was started via double-clickIF /i "%comspec% /c %~0 " equ "%cmdcmdline:"=%" (REM echo This script was started by double clicking.cmd /k python.exe kohya_gui.py %* --noverify) ELSE (REM echo This script was started from a command prompt.python.exe kohya_gui.py %* --noverify))2.Run Terminal inside kohya_ss folder:python -m venv venv.\venv\Scripts\activatepip3 install --pre torch torchvision torchaudio --index-url https://download.pytorch.org/whl/nightly/cu124pip install xformers==0.0.29.dev922pip3 install torch==2.5.0 torchvision --index-url https://download.pytorch.org/whl/test/cu1243.Install cuDNN 9.5.0 for Kohya_SS (Option)Run terminal inside kohya_ss folder:python -m venv venv.\venv\Scripts\activatepip install nvidia-cudnn-cu11==9.5.0.503.Install TransformerEngine or MS-AMP for Kohya_SS (In development, Option)pip install transformer-engine

z-image... man, : this model is consistent; you just need to prompt for variation. . You can use it as an example or add to it to get even more variation of races You just need to add the style elements to the base prompt, as this can be used for whatever you want.

꧁༺ 𝓓𝓮𝓬𝓮𝓶𝓫𝓮𝓻 𝓓𝓪𝓲𝓵𝔂 𝓣𝓱𝓮𝓶𝓮𝓼 ༻꧂𝚌𝚑𝚊𝚘𝚝𝚒𝚌 𝚍𝚊𝚒𝚕𝚢 𝚝𝚑𝚎𝚖𝚎𝚜MONTH ELEVEN!!! i know that tensor is falling apart around us, i get it, and i've been terrible at keeping up with everything. do know that if you're one of the people who participate that i deeply appreciate and love all of you dearly. and it's oddly important for me to make it to one whole year of chaos daily. not sure why, it's an arbitrary marker for sure but also it feels significant so ... but we are so so very close! don't give up on me quite yet (even if i spent today playing bustafellows instead of being proactive and productive ... we're trying, really truly we are)i don't know about y'all but i do actually kind of hate christmas??? is that a big take? i hate gifts, receiving gifts mostly but i also find giving gifts to be extremely stressful. it's like totally the autism and the expected performance of it for the most part, like i'm always grateful for a gift i've been given but having to make sure the other person understands that i am actually grateful and appreciative in person is hard. gifts are hard. life is hard. christmas is hard. i don't even know what i'm saying anymore ... i'm just rambling so i'll stop.LOVE YOU ALL! <3December 1st – SolsticeDecember 2nd – ClutterDecember 3rd – ReverieDecember 4th – BrittleDecember 5th – EvergreenDecember 6th – DrizzleDecember 7th – ObligeDecember 8th – PeppermintDecember 9th – WaneDecember 10th – GarlandDecember 11th – GloomDecember 12th – GingerbreadDecember 13th – CloisterDecember 14th – IcicleDecember 15th – MulledDecember 16th – ScrapDecember 17th – PoinsettiaDecember 18th – EchoDecember 19th – FrostbiteDecember 20th – PiperDecember 21st – SolitudeDecember 22nd – HollyDecember 23rd – SnuffedDecember 24th – WitherDecember 25th – MidnightDecember 26th – CrushedDecember 27th – SugarplumDecember 28th – LingerDecember 29th – TinselDecember 30th – ThawDecember 31st – Resentment𝚙𝚊𝚛𝚝𝚒𝚌𝚒𝚙𝚊𝚝𝚒𝚘𝚗 𝚒𝚜 𝚜𝚒𝚖𝚙𝚕𝚎 𝚓𝚞𝚜𝚝 𝚞𝚜𝚎 𝚝𝚑𝚎 𝚝𝚊𝚐𝚜:𝑪𝑯𝑨𝑶𝑺 𝑫𝑨𝑰𝑳𝒀, 𝒂𝒏𝒅 𝒕𝒉𝒆𝒏 𝒕𝒉𝒆 𝒘𝒐𝒓𝒅/𝒑𝒉𝒓𝒂𝒔𝒆 𝒐𝒇 𝒕𝒉𝒆 𝒅𝒂𝒚

𝑺𝒆𝒑𝒕𝒆𝒎𝒃𝒆𝒓 𝑫𝒂𝒊𝒍𝒚 𝑻𝒉𝒆𝒎𝒆𝒔𝚌𝚑𝚊𝚘𝚝𝚒𝚌 𝚍𝚊𝚒𝚕𝚢 𝚝𝚑𝚎𝚖𝚎𝚜MONTH EIGHT!!!! i am proud of me for managing to do something this long. even though i've kind of fallen off a tiny bit with the actual participation bit :/ getting to see everyone else's submissions really brightens my day. so thank you to the lovely people who have come to join me on this journey, love and hugs to all of you <3this month we're theming it around the girls who weren't. why? because honestly that's mostly what has been getting me excited lately. i'm back at wanting to try and get all of the girls faces and make loras (possibly even for public consumption. that was the original goal of the girls who weren't but i have anxiety and i'm making no promises) so i do hope you'll all indulge me in what is maybe a very selfish list of prompts. next month is going to be full on halloween themed.ps. september fifth is in fact not 'the girls who weren't' themed. because apparently i'm one of those otome girls now XD. seriously dedicating a whole prompt to a fictional man's birthday is absurd but no one can stop me. so happy birthday zanye <3September 1st – PirouetteSeptember 2nd – AtticSeptember 3rd – BobbinSeptember 4th – FootlightSeptember 5th – NightshiftSeptember 6th – PixelSeptember 7th – Lip GlossSeptember 8th – ChandelierSeptember 9th – PorcelainSeptember 10th – PatchworkSeptember 11th – CueSeptember 12th – AutoplaySeptember 13th – CandySeptember 14th – Curtain CallSeptember 15th – ThreadbareSeptember 16th – HemSeptember 17th – DraftSeptember 18th – Pop-upSeptember 19th – StainSeptember 20th – PointeSeptember 21st – Rocking HorseSeptember 22nd – SeamSeptember 23rd – MonologueSeptember 24th – GlitterSeptember 25th – LollipopSeptember 26th – MarqueeSeptember 27th – DollfaceSeptember 28th – SatinSeptember 29th – Stage DoorSeptember 30th – Ringtone𝚙𝚊𝚛𝚝𝚒𝚌𝚒𝚙𝚊𝚝𝚒𝚘𝚗 𝚒𝚜 𝚜𝚒𝚖𝚙𝚕𝚎 𝚓𝚞𝚜𝚝 𝚞𝚜𝚎 𝚝𝚑𝚎 𝚝𝚊𝚐𝚜:𝑪𝑯𝑨𝑶𝑺 𝑫𝑨𝑰𝑳𝒀, 𝒂𝒏𝒅 𝒕𝒉𝒆𝒏 𝒕𝒉𝒆 𝒘𝒐𝒓𝒅/𝒑𝒉𝒓𝒂𝒔𝒆 𝒐𝒇 𝒕𝒉𝒆 𝒅𝒂𝒚

Notice: The Aibooru API has been quite unstable in recent days. I recommend using the Danbooru API provider.LINK: WEBV5: A new API provider has been added.Just that, a new API provider.Minor changes:Remove the option to choose between “Most popular” and “Most recent”; now “Most recent” will always be used.Replace the rating selector with a simple button that switches between safe and unsafe.V4: new option and minor fixes.I added the possibility of a new input called "Tags to add". Unlike "Tags to remove", this one adds the tags you want at the beginning of the prompt. It’s useful if you want to test a LoRa with a keyword, if you simply want to add your preferred quality tags, or if you want to add new elements to all prompts.Minor changes:Added some more metatagsMade it so that disabling the "Characters" option also removes tags that refer to a character (alternate costume, official costume, alternate hairstyle, etc.)Fixed an issue that left behind residual commas when removing quality tagsV3: More options!!!I’ve added the ability to use Aibooru.Why Aibooru?Most of the images people upload to Aibooru come with all their generation metadata, including the prompt.So, if you use the prompts from Aibooru, it’s much more likely that you’ll get results closer to the reference image.Why didn’t I use this from the start?Personally, I don’t like how some people prompt (they use tags that don’t exist, write messy prompts, or simply use natural language). That’s why I went with Danbooru at first.But hey, now this is a tool for the community and not just for me, and the more options the better, right?Options:Remove LoRa Tags: Sometimes prompts come with LoRAs included. This simply removes them if you’re not interested.Remove Quality Tags: This removes the quality tags that are used, like “score_9_up, masterpiece, super ultra mega quality, etc.”Why can’t I use Danbooru options on Aibooru?The way prompts are obtained on Aibooru is different from Danbooru. On Danbooru, the tags come from the site itself, where they’re used to filter searches—making it easier to know which tag refers to a character, copyright, etc. On the other hand, Aibooru pulls the raw prompt directly from the metadata, so the tags don’t carry any additional information.V2: I added many more options to better configure the prompt according to your preferences.Tags to remove: this option lets you enter any tag you want to remove from the final prompt. Don’t want generations with blue jackets? Just type “blue jacket” and that tag will be removed from the prompt. (this does not filter the results you get from the API; you will still receive images that contain blue jackets)Character: this lets you remove or add character tags to the prompt.Copyright: this lets you remove or add tags for the name of the franchise of the respective character/setting.Combine tags: this combines tags to reduce the size of the prompt. For example: if the prompt contains “skirt, white skirt, pleated skirt” this will combine everything into a single tag “white pleated skirt.”As for minor changes, I can say that:I changed the page colors so they wouldn’t burn your eyes.I added more tags to remove (some of them: web address, original, patreon logo).V1:I’ve been creating LoRA models and checkpoints, and I was spending too much time crafting prompts to test them thoroughly. That’s why I decided to develop this web app. At first, it was just a personal tool, but I soon realized it could be useful to many more people, so I refined it to make it easy and comfortable for anyone to use.What does this tool do?It generates prompts based on the tags from Danbooru posts.It automatically removes metadata and tags that restrict generation (for example, “white background” or “censor”).It filters out artist tags and other irrelevant ones, so you can copy and paste the prompt directly.LimitationsIt won’t always recreate the original image accurately, since it depends on the quality of the tags in each post.Occasionally, unwanted tags may appear. If you notice any, feel free to let me know!Found a bug?Don’t hesitate to tell me — I’m happy to fix them all.Have feature suggestions?Absolutely! Your ideas are welcome.Is the site down?The app runs on a free hosting plan, so sometimes resources get exhausted. I apologize in advance if that happens.Why a web app and not a desktop app?I noticed many users access from mobile devices, and I wanted it to be accessible to everyone, regardless of platform.Want to support me?Thank you so much! you can help me:Leaving a comment and rating.Using my modelsThat’s it!Stay hydrated and don’t forget to blink.

掲載している画像についてTensorArt上で生成した画像を透過処理し、128x256 or 240x320にリサイズしたものを掲載していますこの画像はSteamゲーム「Elin」の「スキン差し替え機能」で使用する目的のため加工したものです記事内の画像は全てwebpに変換されてしまうようなので、ゲームで使用するさいはwebp→pngの変換が必要です（pngファイルしかゲーム内で認識されません）使用モデル／LORAには商用利用不可のものも含まれています（画像個別の投稿を参照してください）投稿者の制作時期によりクオリティや画風にムラがあります（特に初期は２頭身のものが多い）予告なく記事内の画像を変更する場合がありますPortraitとSkin、片方しか用意できていないキャラクターがいます（たぶんそのうち増えます）NPCLittle Girl（少女）Skin／Portrait過去差分 １Younger Sister（妹）Skin／PortraitYoung Lady（嬢）Skin／Portrait過去差分 １Catsister（妹猫）Skin／PortraitRodwyn the witch（魔女のロドウィン）Skin／Portrait過去差分 １Mother（マザー）Skin／Portraitモンスター（擬人化含む）Metal Putit（メタルプチ）Skin／PortraitGhost（亡霊）Skin／PortraitCarbuncle（カーバンクル）Skin／PortraitSilver Bell（シルバーベル）Skin／PortraitGold Bell（ゴールドベル）Skin／PortraitShiva（シヴァ）Skin／PortraitHandmaiden of Lolth（ルロスの侍女）Skin／PortraitFallen Angel《Isca》 （ 堕天使《イスカ》 ）Skin／Portrait《Big Sister》 （ 《ビッグシスター》 ）Skin／Portrait《Younger Sister Shark》 （ 《妹鮫》 ）Skin／Portraitユニーク冒険者God Cursed「Gaki」（神に呪われし「牙姫」）Skin／PortraitEmissary of Ivory Tower（象牙塔の使者）Skin／PortraitFated Understander「Mesherada」（ 運命の理解者「メシェラーダ」 ）Skin／PortraitEternal Traveler「Wini」（ 永遠の旅人「ウィニ」 ）Skin／PortraitShadow Witch「Verna」（ 翳りの魔女「ヴェルナ」 ）Skin／PortraitMechanical Doll「Kiria」（ 機械人形「キリア」 ）Skin／PortraitYounger Snow Leopard Sister（妹雪豹）Skin／PortraitユニークNPCThe Frontier Inspector『Loytel』（ 開拓監査官『ロイテル』 ）Skin／Portrait『Older Younger Sister』（『年上の妹』）Skin／PortraitThe Cursed Girl『Melilith』（呪われた少女『メリリス』 ）Skin／PortraitWhite Law 『Leia』（ 純白の法『レイア』 ）Skin／PortraitLittle adventurer『Nanasu』（ 小さな冒険家『ナナス』 ）Skin／PortraitApostle（使徒）Cute Fairy（妖精さん）Skin／Portrait過去差分 Skin／PortraitGolden Knight（黄金の騎士）Skin／Portrait過去差分 Skin／PortraitExile（追放者）Skin／Portrait過去差分 Skin／PortraitAndroid（アンドロイド）Skin／Portrait過去差分 Skin／PortraitBlack Cat（黒猫）Skin／Portrait過去差分 Skin／PortraitDefender（防衛者）Skin／Portrait過去差分 Skin／PortraitBlack Angel（黒天使）Skin／Portrait過去差分 Skin／PortraitWhite Vixen（白狐）Skin／Portrait過去差分 Skin／PortraitFox Maid（メイド狐）Skin／Portrait過去差分 Skin／PortraitMilitant（ミリタント）Skin／Portrait過去差分 Skin／Portrait

Here are all the models from the BL novella Camp Buddy, I decided to compile them into one single list so you don't have to search for them on my account, but can easily click on the link with the character you want. 🐸 Keitaro Nagame - https://tensor.art/models/839078718321284527/Keitaro-Nagame-or-Camp-Buddy-(Illustrious)-v1 🐞 Natsumi Hamasaki - https://tensor.art/models/839085951046383660/Natsumi-Hamasaki-or-Camp-Buddy-(Illustrious)-v1🐞 Naoto Hamasaki - https://tensor.art/models/840925416819728311/Naoto-Hamasaki-or-Camp-Buddy-Illustrious-v1🦝 Hiro Akiba - https://tensor.art/models/839091384179881786/Hiro-Akiba-or-Camp-Buddy-(Illustrious)-v1🐺Yoichi Yukimura - https://tensor.art/models/839094760024290110/Yoichi-Yukimura-or-Camp-Buddy-(Illustrious)-v1🐇Hunter Springfield - https://tensor.art/models/839104067218365627/Hunter-Springfield-or-Camp-Buddy-(Illustrious)-v1🐯 Taiga Akatora - https://tensor.art/models/839106261946701770/Taiga-Akatora-or-Camp-Buddy-(Illustrious)-v1🦁 Kieran Moreno - https://tensor.art/models/839108804567131317/Kieran-Moreno-or-Camp-Buddy-(Illustrious)-v1🐈 Seto Aihara - https://tensor.art/models/839110810316907320/Seto-(Shintaro-Aihara)-or-Camp-Buddy-(Illustrious)-v1🦊 Felix Clermont - https://tensor.art/models/839875426164918405/Felix-Clermont-or-Camp-Buddy-(Illustrious)-v1🐼 Goro Nomoru - https://tensor.art/models/839112180411510366/Goro-Nomoru-or-Camp-Buddy-(Illustrious)-v1🐻 Yoshinori Nagira - https://tensor.art/models/839113864038728401/Yoshinori-Nagira-or-Camp-Buddy-(Illustrious)-v1🦎 Aiden Flynn - https://tensor.art/models/839115624975357089/Aiden-Flynn-or-Camp-Buddy-(Illustrious)-v1🦩 Eduard Fitzpatric - https://tensor.art/models/842433392722198147/Eduard-Fitzpatrick-or-Camp-Buddy-Illustrious-V1🐍 Lee Kurosawa - https://tensor.art/models/842992451435345430/Lee-(Leonard-Kurosawa)-or-Camp-Buddy-Illustrious-V1💻 Hyunjin Choi - https://tensor.art/models/844966375454894813/Hyunjin-Choi-or-Camp-Buddy-Illustrious-v1📜 Lloyd Sirius - https://tensor.art/models/845616414460133955/Lloyd-Sirius-or-Camp-Buddy-Illustrious-V1🔨Darius Najjar - https://tensor.art/models/845974795121127726/Darius-Najjar-or-Camp-Buddy-Illustrious-V1

What is this about? : I coded a notebook in Kaggle which allows you to change your Tensor Art FLUX/SD LoRa into new rank to reduce filesizeThis notebook will also filter out noise, change scale , and merge 3 LoRas into 1 using TIES merge and Single Value Decomposition (SVD).Link: https://www.kaggle.com/code/nekos4lyfe/ties-svd-merge-rank-scale-lora-rearrangementFeel free to copy , and adapt the code in this Notebook for your purposes as you see fit. Also; Kaggle offers a very generous quota of storage on their servers (220 GB!). Storing backup of your LoRa models on Kaggle can be a good solution if you wish to tinker with them. For further info on LoRa/neural net merge methods I can recommend this article: https://huggingface.co/blog/peft_merging//--------//What can I use this notebook for? : Example 1) a 600MB LoRa at rank 64 can be cast to a 300MB lora at rank 32 with the same type of output. Example 2) Three LoRas of any kind of rank can be merged into a single LoRa using the TIES algorithm - which is an loose abbreviation for 'Trim Elect Sign & Merge'The TIES method is explained in this paper: https://arxiv.org/pdf/2306.01708This Notebook is only compatible with LoRa trained using the AdamWBit method on Tensor Art or Civitai or similiar places that host online training. Ideally , you can train LoRa in 64 rank with alpha set to 32 , then cast them to 32 rank using this notebook. This notebook uses a GPU , so make sure to connect to a GPU instance like 'GPU P100' prior to running this notebook. This is a very short article. I plan on writing a more extensive article in the future to showcase this + a proper guide the FLUX LoRa training methods using composite images , but the tool is here for those who need it.If you encounter problems in the notebook , write them here and I will fix it. Cheers,Adcom

AI Tools is a fun and easy way to create ideas for your composition. You can use AI Tools to quickly convert text to image or image to video quite easily.Designing AI tool is the challenge. However current platform there are lots of resources that will guide you how to create AI Tools.Recently with this Christmas Walkthrough challenge, I have observed there are numerous helpful resource1) Discord - Tensor Discord channel - lots of users in the chat group are providing help and guides that are very useful!2) Youtube - look for "ComfyUI" workflow3) TensorArt - shared workflow and ArticlesHope this helps you completing the Christmas Walkthrough callenge

How to use the same model without duplicating it between different programs? (Forge, ComfyUI, InvokeAI, Fooocus, SwarmUI, Kohya_SS...) (Windows)Short answer: Use symbolic link feature. (0 KB duplicate file)1)Installation1.Download a Link Shell Extension2.Install - HardLinkShellExt_X64.exe2)Usage1.Found model do you want to duplicate2.Right click on model > Show more options (Win11) > Pick Link Source3.Going to folder where you want to put direct link file to original model4.Right click > Show more options (Win11) > Drop As... > Symbolic link5.Ready3)Important Note!Do not copy link file to other location (you start copy original file)4)ExplanationSymbolic Links (Soft Links):Think of it as a shortcut or pointer to the original file/directoryIt's just a reference containing the path to the targetIf you delete the original file, the symlink becomes brokenCan link to files across different filesystemsCan link to directoriesShows different inode number than original fileCopyln -s original.txt shortcut.txtHard Links:Think of it as another name for the exact same filePoints directly to the file's data on disk (same inode)If you delete the original, the hard link still worksCan't link across different filesystemsCan't link to directoriesShares same inode number as original fileCopyln original.txt another_name.txtPros and Cons:Symbolic Links:Can link across filesystemsCan link to directoriesEasy to identify as linksCan use relative pathsBreak if original is moved/deletedHard Links:Cannot break - work even if original is deletedSame performance as original fileSave disk space (share same data)Cannot span different filesystemsCannot link directoriesHarder to identify as linksMust use absolute paths

Important note: Before clean NVIDIA Cache close all programs and application. (Google Chrome, Stable Diffusion, etc.). After cleaning NVIDIA Cache restart PC.1.Open the Nvidia Control Panel > Manage 3D settings > Shader Cache Size - Disable.2.Restart PC3.Way 1:Delete all files inside this folder manually -%LOCALAPPDATA%\NVIDIA\OptixCache%APPDATA%\NVIDIA\ComputeCache%USERPROFILE%\AppData\LocalLow\NVIDIA\PerDriverVersion\DXCache%LOCALAPPDATA%\NVIDIA\GLCache3.Way 2:Using automatic .bat file. Right click on .bat file - Run as administrator. (Bat file Include in Attachments in a zip archive. Directly upload .bat not work)..Bat file commands:@echo offecho Deleting NVIDIA cache files...rem Delete files in OptixCacheif exist "%LOCALAPPDATA%\NVIDIA\OptixCache" (del /q "%LOCALAPPDATA%\NVIDIA\OptixCache\*.*"echo Deleted files in OptixCache) else (echo OptixCache folder not found)rem Delete files in ComputeCacheif exist "%APPDATA%\NVIDIA\ComputeCache" (del /q "%APPDATA%\NVIDIA\ComputeCache\*.*"echo Deleted files in ComputeCache) else (echo ComputeCache folder not found)rem Delete files in DXCacheif exist "%USERPROFILE%\AppData\LocalLow\NVIDIA\PerDriverVersion\DXCache" (del /q "%USERPROFILE%\AppData\LocalLow\NVIDIA\PerDriverVersion\DXCache\*.*"echo Deleted files in DXCache) else (echo DXCache folder not found)rem Delete files in GLCacheif exist "%LOCALAPPDATA%\NVIDIA\GLCache" (del /q "%LOCALAPPDATA%\NVIDIA\GLCache\*.*"echo Deleted files in GLCache) else (echo GLCache folder not found)echo.echo Cache deletion complete.pause4.Restart PC5.Open the Nvidia Control Panel > Manage 3D settings > Shader Cache Size - Driver Default.About the type of NVIDIA Cache -OptixCache: Used by NVIDIA’s OptiX for ray tracing, storing compiled data for faster GPU rendering. (Autodesk Arnold Renderer, Blender Cycles)ComputeCache: Caches computations for CUDA operations, optimizing performance in general-purpose GPU tasks. (TensorFlow and PyTorch)DXCache: Stores DirectX shader data, enhancing performance in DirectX applications. (Cyberpunk 2077, Overwatch 2)GLCache: Caches OpenGL shaders for faster OpenGL-based rendering. (Blender in OpenGL mode and Adobe Photoshop)

PythonAll versions https://www.python.org/downloads/windows/ -Download all versions from "Download Windows installer (64-bit)":3.8.10, 3.9.13, 3.10.11, 3.11.9, 3.12.6, 3.13.0Install with "Add Python to PATH"To install the default Python version - set in Environment Variables... > User variables for ... > Edit... - Path > make to the top of the list - Python\Python310\Scripts\ and Python\Python310\ (For 3.10.11 example)FFMPEGDownload https://www.gyan.dev/ffmpeg/builds/ Download latest release builds - ffmpeg-release-full.7z and unpack it to C:\Program Files\ffmpeg\Add in Environment Variables > System varibles > Path > New and add path - C:\Program Files\ffmpeg\bincuDNNDownload https://developer.nvidia.com/cudnn-downloads?target_os=Windows&target_arch=x86_64&target_version=10&target_type=exe_localDownload click cudnn_9.4.0_windows.exe and install itInstall - Select > Custom (Advanced) and unchecked - cuDNN Samples > installVisual C++ Redistributable RuntimesDownload - https://www.techpowerup.com/download/visual-c-redistributable-runtime-package-all-in-one/Download zip archive > extract > run install_all.batCUDA ToolkitDownload (12.6) https://developer.nvidia.com/cuda-downloads?target_os=Windows&target_arch=x86_64&target_version=11&target_type=exe_networkDownload (11.8) https://developer.nvidia.com/cuda-11-8-0-download-archive?target_os=Windows&target_arch=x86_64&target_version=11&target_type=exe_networkInstall - Select > Custom (Advanced) and unchecked:NVIDIA Geforce Experience comp..., Other components, Driver componentsInstall (If you already have installed latest Nvidia Drivers that can be replace to older version)To install the default CUDA Toolkit version - set in Environment Variables... > System variables > Path > make to the top of the list - C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\bin and C:\Program Files\NVIDIA GPU Computing Toolkit\CUDA\v11.8\libnvvp (For CUDA Toolkit 11.8 example)Microsoft Build Tools - Visual StudioDownload - https://visualstudio.microsoft.com/ (Visual Studio) and https://visualstudio.microsoft.com/visual-cpp-build-tools/ (Build Tools)Install for Visual Studio - Desktop Development with C++Install for Build Tools - Desktop Development with C++Install a Desktop Development with C++ (If needed after installation select the latest version in Individual components to update it)GitDownload - https://git-scm.com/downloads/winInstall - Git-2.46.2-64-bitNote: That article for general requirements installation. Some tools can require different version and other options.Problem solver:AI tool can't find a cl.exe (Build Tool Compiler). Solve - Add to system environments > path - C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Tools\MSVC\14.41.34120\bin\Hostx64\x64\ and run a vcvars64.bat in - C:\Program Files (x86)\Microsoft Visual Studio\2022\BuildTools\VC\Auxiliary\Build

The state-of-the-art framework TensorArt is one of the most exciting new developments in this field; it allows users to easily create animated GIFs and other visually stunning films. Three main advantages of using TensorArt in animation, namely how it may improve the end result, help with production, and boost creativity. 1. Creative and innovative capacities are enhanced One of the best things about TensorArt is how it makes animators think outside the box. Utilizing algorithms powered by artificial intelligence, TensorArt enables artists to explore many styles and approaches that were once thought to be difficult or time-consuming to master. Users may easily experiment with different color schemes, textures, and movement patterns, and the platform's machine learning features help them come up with original visual designs. Additionally, TensorArt promotes the integration of contemporary art with more conventional forms of expression. Animators may combine their expertise with TensorArt's powerful features for a fresh hybrid approach. This blending broadens the scope of possibility, paving the way for the creation of animations that differentiate themselves in a crowded industry. 2. Reduced Red Tape in Manufacturing Utilizing TensorArt in animation also helps streamline production processes, which is a huge plus. Conventional animation methods sometimes need a great deal of time and effort spent manually making modifications and iterations. However, using TensorArt, a lot of the animation process is automated, so making high-quality images takes a lot less time and work. You can achieve seamless transitions between keyframes with TensorArt's in-between frames feature, which keeps the visual style consistent. The animation schedule is accelerated, and artists are free to concentrate on higher-level creative decisions instead of menial technical work thanks to this capability. This makes it a good choice for both companies and individual artists because animators can make more material in less time. 3. Visual Quality is Improved. When TensorArt is used in animation workflows, the end result might have much better visual quality. Throughout the animation creation process, the artificial intelligence algorithms included into TensorArt assess and modify creative components to guarantee a high level of aesthetics. The potential of TensorArt to mimic a wide range of creative techniques and effects further enriches and deepens the animation. Whether they're working with realistic textures or abstract patterns, designers have the tools they need with TensorArt's adaptability to push their work beyond traditional methodologies. Animators may generate a professional appearance that makes an impact on audiences and elevates the storytelling experience by utilizing its capabilities. In summary Overall, there are a lot of positive changes happening in the animation business because of the use of TensorArt. In order to help animators achieve their full creative potential, TensorArt encourages new ideas, streamlines production, and improves visual quality. The future of animation will be greatly influenced by the use of tools like TensorArt as technology advances. These technologies will enable creators to create compelling stories that inspire and engage viewers.